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SIPTA virtual seminar on 6th May (3pm CEST): Marnix Sulien on Robust Markov Decision Processes
by Sebastien Destercke April 30, 2026

April 30, 2026

Dear colleagues, We are delighted to announce our upcoming SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The next seminar will take place on the 6th of May (Wednesday). The zoom link for this seminar is https://utc-fr.zoom.us/j/82696376560 For this new seminar, we are very happy to have Marnix Suilen as our speaker. Marnix Suilen is currently a postdoctoral researcher in the AnSyMo group at the University of Antwerp. His research focuses on decision-making under uncertainty, in particular planning and reinforcement learning (RL). In this setting, Marnix has obtained strong results on Robust POMDPs and other models using imprecise probabilities, published in top-tier venues such as IJCAI, AAAI, or NEURIPS. On the 6th of May, at 15:00 CEST:paris time (up to 17:00 CEST, with a talk duration of 45min/1h), he will talk about "Robust Partially Observable Markov Decision Processes: Decision-Making Under State Uncertainty and Imprecise Probabilities”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can be found on that same page. So please mark your calendars on the 6th of May, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is online at https://www.youtube.com/watch?v=IUfiJVlJli8 See you at the seminar! Sébastien, Enrique and Jasper

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BELIEF 2026: extended submission deadline May 31, 2026
by David Mercier April 18, 2026

April 18, 2026

(Our apologies for any duplicate messages) ********************************************************** The 9th International Conference on Belief Functions (BELIEF 2026) https://www.bfasociety.org/Belief2026 Dates: October 19-21, 2026 Location: Nanjing, China * May 31, 2026: Paper submission deadline (extended) * June 15, 2026: Author notification * June 30, 2026: Camera-ready copy due ********************************************************** The Theory of belief functions, also referred to as Evidence theory or Dempster-Shafer theory is a well-established mathematical framework for reasoning and decision-making with uncertainty, with applications to machine learning, statistical inference, information fusion, knowledge representation, risk analysis, etc. It is an extension of probability theory and it has well understood connections with related frameworks such as random sets and imprecise probabilities. Recently, generalised evidence theory, based on random fuzzy sets, has been proposed as a unifying framework encompassing both Dempster-Shafer and possibility theories. The biennial BELIEF conferences (sponsored by the Belief Functions and Applications Society) are dedicated to the confrontation of ideas, the reporting of recent achievements and the presentation of the wide range of applications of this theory. Previous editions of this conference series were held in Brest, France (2010); Compiègne, France (2012); Oxford, UK (2014); Prague, Czech Republic (2016); Compiègne, France (2018); Shanghai, China (2021); Paris, France (2022), and Belfast, UK (2024). To support cross-fertilization among researchers working in different subfields of AI and related disciplines, tutorials and special sessions will be proposed, with emphasis on the links between machine learning, statistical inference and uncertain reasoning, including topics such as quantification of prediction uncertainty, fusion rules for ensemble learning, belief propagation in deep neural networks, links with explainable and symbolic AI, etc. Submissions of papers combining several of these topics, or more generally at the cross-road of belief functions and other AI methods or uncertainty theories, along with relevant applications, are welcome. Proceedings BELIEF 2026 proceedings will be published by Springer-Verlag in the Lecture Notes in Artificial Intelligence (LNCS/LNAI) series and indexed by: ISI Web of Science; EI Engineering Index; ACM Digital Library; dblp; Google Scholar; IO-Port; MathSciNet; Scopus; Zentralblatt MATH. IJAR Special issue Authors of selected papers from the BELIEF 2026 conference will be invited to submit extended versions of their papers for possible inclusion in a special issue of the International Journal of Approximate Reasoning. BELIEF 2026 Conference co-chairs Prof. Zhigang Su, Southeast University, China Prof. Thierry Denoeux, Université de Technologie de Compiègne, France More information: https://www.bfasociety.org/Belief2026

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PhD position at UTC (Compiègne, France)
by Thierry Denoeux April 10, 2026

April 10, 2026

PHD POSITION AT UTC (COMPIÈGNE, FRANCE) PhD topic: Robust ensembling in set-valued classification Application deadline: May 10, 2026 Start date: October 2026 Duration: 3 years Funding: MESR doctoral grant Location: Université de technologie de Compiègne (UTC), Heudiasyc laboratory, Compiègne, France Supervisors: Thierry Denoeux – thierry.denoeux(a)hds.utc.fr Vu-Linh Nguyen – vu-linh.nguyen(a)hds.utc.fr Project summary: This PhD project aims to develop a new framework for robust ensemble learning in set-valued classification, with applications to multiclass, multilabel, and multidimensional classification. The research will combine machine learning, uncertainty quantification, information fusion, and evidence theory, with strong mathematical and algorithmic components. Candidate profile: - Master’s degree or engineering degree in computer science, applied mathematics, or related field - Good programming skills (Python, PyTorch, TensorFlow, etc.) and/or strong background in mathematics - Autonomy, rigor, and critical thinking Application: Please send the following documents to both supervisors: - CV - Motivation letter - Academic transcripts - Contact details of at least two references Keywords: machine learning, uncertainty quantification, information fusion, belief functions, evidence theory, multilabel classification ---------- Prof. Thierry Denoeux Université de technologie de Compiègne Institut universitaire de France Rue Roger Couttolenc, CS 60319 60203 Compiègne cedex, France https://www.hds.utc.fr/~tdenoeux

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PhD position in artificial intelligence for fisheries resource management
by Sébastien Ramel March 30, 2026

March 30, 2026

* TITLE Evidential prediction uncertainty quantification for fish life traits from 3D otolith images * THEME Artificial Intelligence, Machine Learning, Data Science * KEYWORDS Dempster-Shafer theory, uncertainty quantification, life traits, marine ecosystems, otolith. * STARTDATE AND DURATION September/October 2026, 36 months * FUNDING 50% IFSEA / 50% Artois University (requested) * LOCATION The work will be carried out in collaboration between the Laboratory of Computer Engineering and Automation of Artois (LGI2A) in Béthune and the Laboratory of Informatics, Signal and Image of the Opal Coast (LISIC) in Calais. * SUBJECT Understanding fish life traits (habitat, age, growth, reproduction, longevity, position in the water column, …) is an essential aspect of effective and sustainable management of marine fish stocks. Calcified structures — particularly otoliths, which are the only metabolically inert elements — provide a valuable source of information for this purpose. Notably, their external shape, historically characterized from 2D images and more recently studied in 3D, makes it possible to predict these life traits with high precision. Although 3D images are more informative, they are also more costly to acquire and relatively recent, and therefore less abundant. It is thus necessary to make the best possible use of this rich yet limited source of information in order to obtain the most reliable and accurate predictions. The theory of evidence, also known as Dempster–Shafer theory or the theory of belief functions, is a generalization of the probabilistic framework for reasoning under uncertainty. Its use for uncertainty quantification in predictive modeling is particularly suitable in cases where data are scarce. This PhD project therefore aims to develop predictive methods based on this theory and adapted to current approaches for predicting fish life traits from 3D otolith images. Given the nature of this application, the prediction of ordinal variables will be at the core of the methodological developments. More detail available here: https://www.lgi2a.univ-artois.fr/spip/en/open_positions/open-position-32 * SUPERVISION Supervisor: Prof. Frédéric Pichon (frederic.pichon(a)univ-artois.fr) Artois University, LGI2A Co-supervisor: Prof. Emilie Poisson Caillault (emilie.caillault(a)univ-littoral.fr) University of the Littoral Opal Coast (ULCO), LISIC Scientific advisor: Dr. Sébastien Ramel (sebastien.ramel(a)univ-artois.fr) Artois University, LGI2A * PROFILE SOUGHT The candidate must hold a master degree or an engineer degree in computer science, applied mathematics or related field. Knowledge in artificial intelligence (machine learning) and/or image processing will be an asset, as well as an awareness of uncertainty management methods. Qualities required to successfully complete a doctoral program such as curiosity, creativity, autonomy, critical thinking, and enthusiasm will be necessary. * APPLICATION Send *before April 30, 2026* an e-mail, with all supervisors of the thesis in copy, containing the following documents in a single pdf file: your CV, a cover letter, your transcripts (with rankings) of the current year (master or equivalent) and previous years, and, optionally, up to two letters of recommendation.

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ICML Workshop on Imprecise Probabilities
by Michele Caprio March 21, 2026

March 21, 2026

Dear colleagues, We are pleased to invite submissions to the 2nd Workshop on Epistemic Intelligence in Machine Learning (EIML@ICML 2026), to be held on 11 July 2026 in Seoul, South Korea, co-located with ICML 2026. ------------------------------------------------------- WORKSHOP OVERVIEW ------------------------------------------------------- As ML systems are deployed in increasingly open-ended and high-stakes environments, fundamental limitations emerge: distribution shift, adversarial manipulation, hallucinations, catastrophic forgetting, and misalignment all reflect the difficulty of operating reliably under incomplete information. EIML brings together researchers from diverse subfields of machine learning whose work confronts epistemic uncertainty from complementary angles. Topics of interest include, but are not limited to: - Foundations of uncertainty modelling - Uncertainty-aware generative AI and foundation models - AI safety as an epistemic problem - AI alignment under objective uncertainty - Lifelong and continual learning in open worlds We welcome both theoretical contributions and applied case studies. Submissions that challenge prevailing assumptions, propose novel benchmarks, or provide insights into the philosophical and foundational dimensions of uncertainty in AI are especially encouraged. ------------------------------------------------------- IMPORTANT DATES ------------------------------------------------------- Submission opens: 20 March 2026 Paper deadline: 20 April 2026 Review period: 27 April – 27 May 2026 Author notification: 4 June 2026 Camera-ready deadline: 15 June 2026 Workshop: 10–11 July 2026 ------------------------------------------------------- SUBMISSION ------------------------------------------------------- Please visit our website for full submission instructions: https://sites.google.com/view/eimlicml2026/home For any queries, please contact us at: pc.eiml.workshop(a)gmail.com<mailto:pc.eiml.workshop@gmail.com> ------------------------------------------------------- ORGANISING COMMITTEE ------------------------------------------------------- Sahar Abdelnabi (ELLIS Institute Tübingen & MPI-IS) Michele Caprio (University of Manchester) Siu Lun Chau (Nanyang Technological University) Arnaud Doucet (Google DeepMind) Shireen Kudukkil Manchingal (Oxford Brookes University) Krikamol Muandet (CISPA Helmholtz Center) We look forward to your contributions and to seeing you in Seoul! Best regards, The EIML@ICML 2026 Organising Committee

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Reminder: SIPTA virtual talk at 3pm Paris time
by sdesterc March 20, 2026

March 20, 2026

Dear Siptians, This is just a small reminder that Arthur Van Camp will be talking in a bit less than one hour, at the following link: https://utc-fr.zoom.us/j/82696376560 See you soon! -- ==================================== Sebastien Destercke, Ph. D. CNRS researcher in computer science. Université de Technologie de Compiegne U.M.R. C.N.R.S. 7253 Heudiasyc Avenue de Landshut F-60205 Compiegne Cedex FRANCE Tel: +33 (0)3 44 23 79 85 Fax: +33 (0)3 44 23 44 77 ====================================

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SIPTA Summer School
by Eyke Hüllermeier March 20, 2026

March 20, 2026

To SIPTA community and interested researchers, We are pleased to announce that the SIPTA Summer School 2026 will take place in Munich, Germany, from Monday 27 July to Friday 31 July 2026. More information about the summer school, including the tentative program and practical details, is available on the website: https://www.ifi.lmu.de/kiml/en/school26/ Further information on registration, speakers, and additional organisational details will follow very soon. We will share updates both via this mailing list and on the homepage. We look forward to welcoming you in Munich and invite you to contact us at school26(a)sipta.org in case of any questions or suggestions. Best regards, Eyke Hüllermeier (on behalf of the summer school orga team) -- Prof. Dr. Eyke Hüllermeier Chair of Artificial Intelligence and Machine Learning Institute of Informatics University of Munich (LMU) https://www.ifi.lmu.de/kiml/en/

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Next SIPTA seminar the 20th of March: Arthur Van Camp on choice functions to model uncertainty
by sdesterc March 13, 2026

March 13, 2026

Dear colleagues, We are delighted to announce our upcoming SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The next seminar will take place on the 20th of March (Friday). The zoom link for this seminar is https://utc-fr.zoom.us/j/82696376560 For this new seminar, we are very happy to have Arthur Van Camp as our speaker. Arthur Van Camp is currently is currently assistant professor at the Eindhoven University of Technology in the Uncertainty in Artificial Intelligence Group. His research focuses on cautious uncertainty models, with a particular interest on models using choice functions as their basic building tools. On the 20th of March, at 15:00 Paris time (up to 17:00, with a talk duration of 45min/1h), he will talk about "What is a good notion of independence for choice functions?”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can be found on that same page. So please mark your calendars on the 20th of March, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is online at https://www.youtube.com/watch?v=OvDkbc0BuJU See you at the seminar! Sébastien, Enrique and Jasper

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[CFP] The 9th International Conference on Belief Functions (BELIEF 2026)
by David Mercier March 13, 2026

March 13, 2026

********************************************************** The 9th International Conference on Belief Functions (BELIEF 2026) https://www.bfasociety.org/Belief2026 Dates: October 19-21, 2026 Location: Nanjing, China * April 30, 2026: Paper submission deadline * June 15, 2026: Author notification * June 30, 2026: Camera-ready copy due ********************************************************** The Theory of belief functions, also referred to as Evidence theory or Dempster-Shafer theory is a well-established mathematical framework for reasoning and decision-making with uncertainty, with applications to machine learning, statistical inference, information fusion, knowledge representation, risk analysis, etc. It is an extension of probability theory and it has well understood connections with related frameworks such as random sets and imprecise probabilities. Recently, generalised evidence theory, based on random fuzzy sets, has been proposed as a unifying framework encompassing both Dempster-Shafer and possibility theories. The biennial BELIEF conferences (sponsored by the Belief Functions and Applications Society) are dedicated to the confrontation of ideas, the reporting of recent achievements and the presentation of the wide range of applications of this theory. Previous editions of this conference series were held in Brest, France (2010); Compiègne, France (2012); Oxford, UK (2014); Prague, Czech Republic (2016); Compiègne, France (2018); Shanghai, China (2021); Paris, France (2022), and Belfast, UK (2024). To support cross-fertilization among researchers working in different subfields of AI and related disciplines, tutorials and special sessions will be proposed, with emphasis on the links between machine learning, statistical inference and uncertain reasoning, including topics such as quantification of prediction uncertainty, fusion rules for ensemble learning, belief propagation in deep neural networks, links with explainable and symbolic AI, etc. Submissions of papers combining several of these topics, or more generally at the cross-road of belief functions and other AI methods or uncertainty theories, along with relevant applications, are welcome. Proceedings BELIEF 2026 proceedings will be published by Springer-Verlag in the Lecture Notes in Artificial Intelligence (LNCS/LNAI) series and indexed by: ISI Web of Science; EI Engineering Index; ACM Digital Library; dblp; Google Scholar; IO-Port; MathSciNet; Scopus; Zentralblatt MATH. IJAR Special issue Authors of selected papers from the BELIEF 2026 conference will be invited to submit extended versions of their papers for possible inclusion in a special issue of the International Journal of Approximate Reasoning. BELIEF 2026 Conference co-chairs Prof. Zhigang Su (zhigangsu(a)seu.edu.cn) Southeast University, China Prof. Thierry Denoeux (tdenoeux(a)utc.fr) Université de Technologie de Compiègne, France More information: https://www.bfasociety.org/Belief2026

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IPMU 2026 - Deadline for EUSFLAT Student Grants application
by Davide Petturiti March 6, 2026

March 6, 2026

****** PLEASE APOLOGIZE FOR MULTIPLE COPIES ****** ********************************************************** 21st International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2026) June 15th-19th, 2026, Rome, Italy https://www.sbai.uniroma1.it/conferenze/ipmu2026/ *********************************************************** We inform all interested colleagues that, in agreement with EUSFLAT, the deadline for EUSFLAT Student Grants application has been fixed to *25 March 2026*. We are pleased do recall that: · The EUSFLAT Board offers *5* student grants. *· *Each grant will cover *the early student registration fee.* Eligibility criteria and Application procedure are available here: https://www.sbai.uniroma1.it/conferenze/ipmu2026/student-grants.php Best regards, The IPMU 2026 Organizing Committee -- *Fai crescere le giovani ricercatrici e i giovani ricercatori*** *con il 5 per mille alla Sapienza* Scrivi il codice fiscale dell'Università *80209930587 **Cinque per mille <https://www.uniroma1.it/it/node/23149>*

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FW: Call for submissions, ESCO 2026, Jun 2026
by Kreinovich, Vladik Feb. 13, 2026

Feb. 13, 2026

FYI, uncertainty quantification is one of the highlighted topics ******************************** From: Pavel Solin solin(a)unr.edu<mailto:solin@unr.edu> We are pleased to announce that the 10th European Seminar on Computing (ESCO 2026) will take place on June 1-4, 2026, at Hotel Central in Pilsen, Czech Republic. ESCO 2026 is an interdisciplinary international conference that promotes modern technologies and practices in scientific computing and visualization, and strengthens the interaction between researchers and practitioners across computational engineering, sciences, and education. The conference will be held in person, with online participation also available. Abstract submission deadline: February 15, 2026. Main topics and themes of ESCO 2026 include (but are not limited to): * Computational electromagnetics and coupled problems * Fluid-structure interaction and multiphase flows * Computational chemistry and quantum physics * Computational civil and structural engineering * Computational biology and bioinformatics * Computational geometry and topology * Mathematics education and outreach * Computational and applied statistics * Petascale and exascale computing * Hydrology and porous media flows * Wave propagation and acoustics * Climate and weather modeling * GPU and cloud computing * Uncertainty quantification * Machine learning and AI * Open-source software The proceedings of ESCO 2026 will appear as a special issue of the Journal of Computational and Applied Mathematics (JCAM, Elsevier). Submissions should be prepared in the format of a standard journal paper; they will be peer-reviewed in the journal's usual process. Additional details can be found on the conference website: https://esco2026.fel.zcu.cz/ or by contacting esco(a)fel.zcu.cz<mailto:esco@fel.zcu.cz>. We hope to see you in Pilsen in June 2026! With best regards, Pavel Solin On behalf of the ESCO 2026 Organizing Committee

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special session on imprecise probabilities at SMPS'2026
by Enrique Miranda Feb. 13, 2026

Feb. 13, 2026

Call for papers Special Session on THEORETICAL AND APPLIED ASPECTS OF IMPRECISE PROBABILITIES to be held at the 12th International Conference on Soft Methods in Probability and Statistics (SMPS 2026) https://conference.unisalento.it/event/14/ Lecce (Italy), September 15-18, 2026 Session topic and goal This session is devoted to Imprecise Probability Theory. This theory involves all the mathematical models that can be used as more flexible tools than usual Probability Theory when the available information is scarce, vague or incomplete. It includes lower previsions, n-monotone capacities, belief functions, possibility measures, or non-additive measures, among others. This special session aims to include papers related to Imprecise Probabilities that either present a significant advance in the foundations or show potential applications in real problems. In addition, papers where the connection between imprecise probability theory and other fields such as fuzzy sets or game theory is emphasized are also welcome. Theoretical topics of interest include (but are not limited to): • (coherent) uncertainty models • non-additive set functions • choice functions • sets of desirable gambles • qualitative reasoning about uncertainty • statistical inference with random sets • limit laws for imprecise probabilities • philosophical foundations • elicitation and inference • robust statistics • decision making • algorithmic issues Applications include (but are not limited to): • data mining • classification and machine learning • risk and reliability analysis • finance • life sciences • system control and design Dates Paper submission deadline: March 1, 2026 Author notification: April 26, 2026 Conference: September 15-18, 2026 Submissions Please select the Track “Theoretical and applied aspects of imprecise probabilities” when submitting your paper in the conference website https://conference.unisalento.it/event/14/abstracts/ . Papers submitted should be between 6 and 8 pages. Required LaTeX style etc., a link to the submission platform, and additional information can be found on the conference homepage https://conference.unisalento.it/event/14/abstracts/ . Elsevier will sponsor SMPS 2026 with a best paper award. Additionally, there will be a special issue related to the conference in the International Journal of Approximate Reasoning. Organizers We would be obliged if you would let us know in case you intend to submit a paper to this session, at your earliest convenience. Any questions or remarks can be addressed to: Raúl Pérez-Fernández (perezfernandez(a)uniovi.es) University of Oviedo (Spain) Enrique Miranda (mirandaenrique(a)uniovi.es) University of Oviedo (Spain)

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deadline for submitting extended abstracts to a Rough Set conference is March 6
by Kreinovich, Vladik Feb. 4, 2026

Feb. 4, 2026

FYI, papers related to imprecise probabilities are always welcome at this series of conferences *********************************************************** 12th International Joint Conference On Rough Sets IJCRS 2025 May 26-29, 2026, Cadiz, Spain Website: https://ijcrs2026.uca.es/ see us also on Instagram: ijc.rs and on Twitter/X: ijc.rs ABOUT THE CONFERENCE Rough Sets were introduced by Zdzislaw Pawlak in the early '80s and developed further as a method of knowledge representation and processing based on uncertain data and incomplete information. Nowadays, Rough Set theory is widely recognized to have great importance in several fields, including artificial intelligence, mathematics, knowledge representation and machine learning, as evidenced by the increasing number of works concerned with its applications and theoretical foundations. The aim of the IJCRS conference is to be the main location for disseminating novel foundational results and practical applications, enabling the discussion of problems and exchange of ideas, as well as bringing together academic and industrial perspectives, centred around rough sets and related disciplines. General Chairs * Chris Cornelis, University of Gante, Belgium * Jesus Medina, University of Cadiz, Spain * Dominik Slezak, University of Warsaw, Poland Programme Chairs * Roberto G. Aragon, University of Cadiz, Spain * Jihong Wan, Guangdong University of Technology, China * Yiyu Yao, University of Regina, Canada Local Organiser Committee Fernando Chacon-Gomez, Celia Cordovilla Sanchez, Carolina Diaz-Montarroso, David Lobo Palacios, Nicolas Madrid Labrador, Samuel Jose Molina Ruiz, and Eloisa Ramirez-Poussa. IMPORTANT DATES Workshops and special session proposals: * Submission deadline: November 7, 2025. * Notification of acceptance: November 21, 2025. Normal contributions (full papers): * Submission deadline: January 31, 2026. * Notification of acceptance: March 3, 2026. Extended abstracts (up to 4 pages): * Submission deadline: March 6, 2026. * Notification of acceptance: March 27, 2026. TOPICS AND SCOPE OF THE CONFERENCE Core rough set models and methods Covering/Neighbourhood-based, Decision-theoretic, Dominance-based, Game-theoretic, Variable precision and Partial rough set models; Logic in rough set models; Rough-Bayesian models; Rough clustering; Rough computing; Rough mereology; Rough-set-based feature selection and Rule-based systems. Related methods and hybridization Anomaly detection; Decision support systems; Dempster-Shafer theory; Formal concept analysis; Fuzzy sets; Fuzzy rough sets and rough fuzzy sets; Granular computing; intelligent agent models; interval computations; Nature-inspired computation models; Petri nets; Rough sets in data science, AI and machine learning; Three-way decision and data analysis, Topology and matroids; Approximate reasoning; Uncertainty theory; Cognitive computing; Areas of application Astronomy and atmospheric sciences; Big data analytics; Business intelligence; Bioinformatics; Image processing; Cybernetics and robotics; Financial markets; Interactive computing; Knowledge engineering and representation; Medicine; Retail and E-commerce; Natural Language processing; Risk monitoring; Semantic web; Smartcities; Telecommunications; Transportation and Web mining.

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deadline for CoProD 2026 has been extended
by Kreinovich, Vladik Feb. 4, 2026

Feb. 4, 2026

Dear Friends, This is FYI, papers using imprecise probabilities are always welcome at this series of workshops *************************************************************** 18th International Workshop on Constraint Programming and Decision Making CoProD'2026 https://www.reliable-computing.org/coprod26.html March 13, 2026, El Paso, Texas, USA (remote participation is possible) CoProD'2026 is the eighteenth edition of CoProD. It will be held on March 13, 2026, right before the Joint NAFIPS International Conference on Fuzzy Systems, Soft Computing and Explainable AI and 10th World Conference on Soft Computing NAFIPS 2026, El Paso, Texas, USA, March 14-16, 2026, https://sites.google.com/view/nafips26/ Constraint programming techniques are important components of intelligent systems. They constitute a declarative and efficient methodology to represent and solve many practical problems. They have been applied successfully to a number of fields, such as scheduling of air traffic, software engineering, networks security, chemistry, and biology. Despite the proved usefulness of these techniques, they are still under-utilized in real-life applications. One reason is the perceived lack of effective communication between constraint programming experts and domain practitioners about constraints, in general, and their use in decision making, in particular. Objectives of CoProD: * To present advances in constraint solving, optimization, and related topics; * To develop a network of researchers interested in constraint techniques, in particular researchers and practitioners that use numeric and symbolic approaches (or a combination of them) to solve constraint and optimization problems; * To address the gap between the great capacity of these techniques and their limited use. CoProD aims at encouraging presentation and discussion of on-going work. In particular, please note that there is room for presentation of ideas, as opposed to results only. It also aims at facilitating networking opportunities as well as cross-fertilization between the approaches used in the different attending communities. Therefore, besides active researchers in decision making and constraint programming techniques, we expect to have a wide attendance and participation of domain scientists -- whose input is highly valued in this workshop. Proceedings / Publication: Submissions should take 2-5 page (a few more pages is OK), if possible, formatted using the Springer edited book format, style file svmult.cls and an example of using this file (not related to CoProD) are attached to the workshop website. Accepted submissions of at least 4 pages will be published by Springer, as part of the proceedings of the NAFIPS 2026 conference. Please send the source file(s) and the resulting pdf file to mceberio [at] utep [dot] edu and vladik [at] utep [dot] edu. A contact author should be specified in the submission email. The deadline for submissions is Fenruary 15, 2026 (Let us know if you need a few more days). Authors of accepted submissions are expected to participate and present their work at the workshop. Participation / Submission: Participation is encouraged from people doing research in the area of decision making as well as from domain scientists. Submissions of ideas are also encouraged. Important dates: February 15, 2026: deadline for submission February 22, 2026: notification of acceptance March 1, 2026: deadline for final versions of accepted submissions March 13, 2026: workshop Organizers: Martine Ceberio, the University of Texas at El Paso, mceberio(a)utep.edu<mailto:mceberio@utep.edu> Vladik Kreinovich, the University of Texas at El Paso, vladik(a)utep.edu<mailto:vladik@utep.edu> The previous editions of CoProD featured invited talks by highly recognized experts (listed in alphabetic order): * Purushotham Bangalore, CIS department, University of Alabama at Birmingham, USA * Martin Berz, Michigan State University, USA * Stefano Bistarelli, University of Perugia, Italy * Alessandro Dal Palu, University of Parma, Italy * Rina Dechter, Information and Computer Sciences, University of California Irvine, USA * Scott Ferson, Applied Bioinformatics, New York, USA * Juan Carlos Figueroa, Universidad Distrital de Bogota, Colombia * Milan Hladik, Charles University, Prague, Czech Republic * Patty Hough, Sandia National Lab, Livermore, California, USA * Luc Jaulin, Ecole Nationale Superieure des Techniques Avancees (ENSTA) Bretagne, France * Weldon Lodwick, University of Colorado Denver, Denver, Colorado, USA * Kyoko Makino, Michigan State University, USA * Francois Modave, Texas Tech Health Center, El Paso, Texas, USA * Tiago Oliveira, National Institute of Informatics (NII) in Tokyo, Japan. * Enrico Pontelli, New Mexico State University, Las Cruces, New Mexico, USA * James Raynolds, College of Nanoscale and Engineering, SUNY Albany, USA * Siegfried Rump, Hamburg University of Technology and Waseda University, Japan * Ken Satoh, National Institute of Informatics (NII) in Tokyo, Japan * Bart Selman, CS department, Cornell University, USA * Yaroslav D. Sergeyev, Universita della Calabria, Italy * Sergey Shary, Novosibirsk State University, Russia * Young Jun Son, The University of Arizona, Tucson, USA * Xiaobai Sun, Duke University, USA * Alfredo Vaccaro, University of Sannio, Department of Engineering, Benevento, Italy * Leticia Velazquez, The University of Texas at El Paso, USA

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CfP PEVA Special issue on "Artificial Intelligence for Performance and Reliability Evaluation of Software Systems"
by Laura Carnevali Feb. 2, 2026

Feb. 2, 2026

Dear Colleagues, We invite submissions to the special issue of the Performance Evaluation Journal by Elsevier, on the theme: *"Artificial Intelligence for Performance and Reliability Evaluation of Software Systems" * The deadline for paper submission is May 15th, 2026. Details can be found below and at the following link: https://www.sciencedirect.com/special-issue/329639/artificial-intelligence-… Kind regards, Laura Carnevali, Pengfei Chen, Evgenia Smirni --------------------- *CALL FOR PAPERS* Nowadays software systems have become deeply pervasive, with a wide variety of applications (e.g., enterprise architectures, web services, artificial intelligence, mobile app) in several domains (e.g., IoT systems, cyber-physical systems, cloud systems, automotive driving systems). By leveraging technological advancements in hardware and communication, software systems have grown in scale, complexity, and inter-dependence, thus introducing new challenges in performance and reliability evaluation. In fact, in distributed and heterogeneous environments, performance and reliability may be affected by many different factors (e.g., software architecture, hardware infrastructure, network communication, runtime environment). Although lots of effort has been contributed to performance and reliability evaluation of software systems, challenges still exist. Recently, Artificial Intelligence (AI) and Machine Learning (ML) methods provide powerful tools to develop descriptive, predictive, and prescriptive analytics, being able to learn the system behavior from observed data, detect anomalies at run time, and then trigger proactive remediation. At the same time, notable challenges are introduced as well, e.g., concerned with availability and quality of data, cost of re-training, and interpretability of results. This special issue solicits unpublished works on novel solutions that leverage AI, and in particular ML, to assess and improve performance and reliability of software systems. It is intended for researchers, engineers, and practitioners who study and work on AI/ML methods for software engineering as well as those interested in performance and reliability engineering in general. Works solely focused on improving classification or regression performance of AI/ML models (e.g., in terms of metrics such as accuracy, recall, F1 score) are outside the scope of this special issue. Papers are expected to demonstrate advances to performance and/or reliability evaluation methods. This special issue seeks submissions of full-length original research articles. Short communications and surveys are not in the scope of this special issue. Topics of interest for this special issue include, but are not limited to, the following: *AI/ML for performance evaluation of software systems* * Deep learning for performance anomaly detection * Explainable AI for performance diagnosis and prediction * Forecasting approaches for workload characterization and prediction * Data-driven performance profiling, benchmarking, and testing *AI/ML for reliability evaluation of software systems* * Neuro-symbolic approaches for reliability engineering * LLMs for fault localization and root-cause analysis * Generative AI for fault injection * Clustering techniques for alert grouping and attribution * Time-series analysis for predictive maintenance *Applications in cutting-edge software domains* * Edge-to-cloud computing systems * Microservices architectures * Cyber-physical systems and real-time systems * Software-defined networks * LLM systems * * *MANUSCRIPT SUBMISSION INFORMATION* General information for submitting papers to PEVA can be found at Guide for Authors - Performance Evaluation <https://www.sciencedirect.com/journal/performance-evaluation/publish/guide-…>. Authors should submit their manuscripts to the Performance Evaluation Editorial System (EM) at Submission site for Performance Evaluation <https://www.editorialmanager.com/peva/default2.aspx>, and *select "VSI:AI for PRE of SW" when they reach the “Article Type” step in the submission process.* *EXPECTED TIMELINE* * Manuscript submission deadline: May 15th, 2026 * First review round completed: September 15th, 2026 * Revised manuscripts due: December 15th, 2026 * Final notification: February 15th, 2027 * Publication: June 1st, 2027

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2nd Call for Papers of QEST+FORMAT 2026
by Marco Paolieri Jan. 29, 2026

Jan. 29, 2026

======================================= 2nd Call for Papers QEST+FORMATS 2026 September 2-4, 2026, Liverpool, UK https://www.qest-formats.org/ https://confest-2026.github.io/ ======================================= Dates: Abstract submission: April 3, 2026 Paper submission: April 10, 2026 Artifact submission: April 17, 2026 Author notification: May 24, 2026 Camera-ready submission: June 14, 2026 ======================================= Scope and Topics The two flagship conferences QEST (International Conference on Quantitative Evaluation of SysTems) and FORMATS (International Conference on Formal Modeling and Analysis of Timed Systems) are pursuing a strategic process of joining forces and sparking a new joint conference for quantitative modelling, analysis, and verification. This culminated in 2024 in the first QEST+FORMATS joint conference. In 2026, the two conferences will form the third QEST+FORMATS joint conference, which will be held on 2-4 September 2026 in Liverpool, UK, as part of the CONFEST 2026 umbrella conference. The joint conference is the leading forum for the quantitative evaluation and verification of systems. QEST+FORMATS aims to promote the study of fundamental and practical aspects of systems with quantitative nature (such as probability, timing, and cost). It aims to bring together researchers from different disciplines who share interests in the modelling, design, and analysis of computational systems. Systems of interest include biological and chemical systems; computer networks; critical infrastructures; cyber-physical systems; data-driven AI systems; energy systems; hardware and software systems; industrial systems; mobility networks; and quantum systems. The QEST+FORMATS joint conference also aims to attract researchers interested in real-time issues in hardware design, performance analysis, real-time software, scheduling, semantics and verification of timed, hybrid, and probabilistic systems. In general, the conference aims to attract experts in quantitative and timed systems from any domain. Topics and scientific areas of interest include: --- Models and metrics for the correctness, performance, reliability, safety, and security of systems (stochastic, probabilistic, quantum, and non-deterministic models including Markov chains, automata, Petri nets, process algebra, and their variations); --- Languages and methods for the specification of quantitative properties of systems; --- Techniques, algorithms, and data structures for the analysis, evaluation, and verification of the above models, e.g., for model checking, testing, constraint solving, scheduling, optimization, and worst-case execution time analysis; --- Quantitative and probabilistic aspects of programming; --- Data-driven and machine-learning techniques for the analysis, prediction, and verification of quantitative properties of systems; --- Case studies that highlight the role of quantitative specification, modelling, and evaluation in the design and analysis of systems, with emphasis on emerging problems and technologies, or novel domains; --- Software tools to support the practical application of research results in all of the above areas. ======================================= Confirmed Invited Speakers Ezio Bartocci, TU Wien, Austria Jane Hillston, University of Edinburgh, UK Kim Guldstrand Larsen, Aalborg University, Denmark ======================================= Submissions QEST+FORMATS 2026 considers three types of submissions (authors will be able to specify the type of contribution upon submission): --- Research papers: Theoretical and methodological contributions that advance the understanding of a topic or issue, or describe the development of new analysis processes and techniques. --- Case study papers: Contributions that present practical applications of quantitative methods to challenging real-world case studies. Case study papers shall provide detailed evaluation and insights, and highlight the value added to the domain experts. --- Tool papers: Contributions introducing new tools or significant improvements of existing ones, and the formalisms they support. These papers shall focus on the software architecture, practical implementation, and evaluation (e.g., usability, scalability, and effectiveness). Tool papers must be accompanied by an artifact in the Artifact Evaluation as detailed below. All three types of papers can be regular or short: --- Regular papers must not exceed 16 pages, excluding references. --- Short papers should be limited to 7 pages, also excluding references. --- All papers can have an appendix containing supporting material. Note that reviewers are not required to read the appendix to fully assess the merits of the paper. We are considering additional presentation-only submission types; details will be provided in the later CfPs. All papers must be submitted in Springer's LNCS format and will undergo a rigorous single-blind review process. All submitted papers must be unpublished and not be submitted for publication elsewhere. Papers should be submitted electronically using EasyChair (Track: QEST+FORMATS 2026). Springer encourages authors to include their ORCIDs in their papers. Authors should consult Springer's authors' guidelines and use Springer's LaTeX templates for the preparation of their papers. Submitted papers not complying with the above guidelines may be rejected without undergoing review. We are considering awards for best papers and best artifacts. ======================================= Publications All accepted papers need to be presented and discussed at the conference by one of the authors. Similarly to last year, the QEST+FORMATS 2026 proceedings will be published in the Springer LNCS series indexed by ISI Web of Science, Scopus, ACM Digital Library, DBLP, Google Scholar. All submitted papers will be evaluated by at least three reviewers on the basis of their originality, technical quality, scientific or practical contribution to the state of the art, methodology, clarity, and adequacy of references. ======================================= Special Issue We are working on a special issue in a Q1 journal. A selection of the best papers will be invited to submit an extended version of their work to a special issue in an internationally recognized journal. ======================================= Artifact Evaluation Reproducibility of experimental results is crucial to foster an atmosphere of trustworthy, open, and reusable research. To improve and reward reproducibility, QEST+FORMATS 2026 will include a dedicated Artifact Evaluation (AE). Submission of an artifact is mandatory for tool papers (both regular and short), and optional but encouraged for research and case study papers where it can support the results presented in the paper. More details will follow.

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IPMU 2026 - Deadline extension for paper submission
by Davide Petturiti Jan. 29, 2026

Jan. 29, 2026

****** PLEASE APOLOGIZE FOR MULTIPLE COPIES ****** ********************************************************** 21st International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2026) June 15th-19th, 2026, Rome, Italy https://www.sbai.uniroma1.it/conferenze/ipmu2026/ *********************************************************** Due to numerous requests, the deadline for paper submission at IPMU 2026 has been extended to February 15, 2026, both for long and short papers. This will be the final, hard deadline. Papers must be submitted in PDF via EasyChair at https://easychair.org/my/conference?conf=ipmu2026 Submission instructions can be found at https://www.sbai.uniroma1.it/conferenze/ipmu2026/submission-instructions.php IMPORTANT DATES: Paper submission deadline: February 15, 2026 Notification of acceptance: March 15, 2026 Camera-ready versions: April 1, 2026 Conference: June 15-19, 2026 Contact: ipmu2026(a)sbai.uniroma1.it KEYNOTE SPEAKERS: We are also pleased to inform about the keynote speakers at the conference: Bob Kowalski (Imperial College London, United Kingdom) Luc de Raedt (KU Leuven, Belgium) María Ángeles Gil (University of Oviedo, Spain) Marco Zaffalon (IDSIA, Switzerland) GRANTS AND AWARDS: EUSFLAT is providing 5 student grants to support student participation at the conference. Eligibility criteria and instructions can be found at https://www.sbai.uniroma1.it/conferenze/ipmu2026/student-grants.php In addition, there shall be a number of awards for the best paper and best student paper at the conference. General Chair Barbara Vantaggi (Italy) -- *Fai crescere le giovani ricercatrici e i giovani ricercatori*** *con il 5 per mille alla Sapienza* Scrivi il codice fiscale dell'Università *80209930587 **Cinque per mille <https://www.uniroma1.it/it/node/23149>*

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Seminar this afternoon: reminder
by DESTERCKE Sébastien Jan. 29, 2026

Jan. 29, 2026

Dear Siptians, This is just a small reminder that Eric Goubault SIPTA seminar is this European afternoon (3pm Paris time), entered on system verification with sets (and IP) approaches. You can check the info at https://sipta.org/events/sipta-seminars/ See you there! Sébastien

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NEXT SIPTA virtual seminar: 29th January, 3pm Paris time, Eric Goubault
by DESTERCKE Sébastien Jan. 21, 2026

Jan. 21, 2026

Dear colleagues, We are delighted to announce our upcoming SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The next seminar will take place on the 29th of January (Thursday). The zoom link for this seminar is https://utc-fr.zoom.us/j/85306809920 For this new seminar, we are very happy to have Eric Goubault as our speaker. Eric Goubault is currently the head of the computer science department at the Ecole polytechnique, and is in charge of the "Engineering of Complex Systems" academic and research chair. His research focuses on the verification of numerical programs and systems, on geometric methods for concurrency, directed topology and applications to verification of concurrent, distributed and fault-tolerant computing. He has notably made different contributions mixing system verification with imprecise probabilistic approaches. On the 29th of January, at 15:00 CEST:paris time (up to 17:00 CEST, with a talk duration of 45min/1h), he will talk about "Verification of Cyber-physical systems”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can be found on that same page. So please mark your calendars on the 29th of January, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is online at https://www.youtube.com/watch?v=4T7XnauyuFg See you at the seminar! Sébastien, Enrique and Jasper

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special session: Rough Sets and Hybrid Theories: Models, Logic, and Applications
by Boffa, Stefania Jan. 17, 2026

Jan. 17, 2026

Dear colleagues, We are pleased to invite you to submit a paper to the Special Session entitled *Rough Sets and Hybrid Theories: Models, Logic, and Applications*, to be held within the framework of the *International Joint Conference on Rough Sets (*IJCRS 2026 <https://ijcrs2026.uca.es/>). The special session aims to bring together researchers working on hybrid approaches that integrate rough sets with fuzzy sets, evidence theories, generalized probabilistic models, mathematics, and allied areas. Topics of interest include, but are not limited to: *- *rough fuzzy sets, - fuzzy rough sets, - L-fuzzy sets and general rough sets, - mereological and logical aspects of hybrid L-fuzzy sets, - evidential rough sets, - fusion methods, - rough-set–valued stochastic models, -comparative studies between evidence theories and probabilistic rough sets; - rough mereology, - generalized rough inclusion functions, - uni-norm–based rough mathematics. Both theoretical contributions and methodological advances are welcome, as well as applications demonstrating the added value of hybrid models. The session seeks to foster discussion on foundations, unifying frameworks, and emerging directions in hybrid rough set research*.* Kind regards Stefania Boffa A. Mani Balasubramaniam Jayaram Special Session Organizers – IJCRS 2026 -- *Stefania Boffa* <stefania.boffa(a)iulm.it> ricercatrice tenure track facoltà di comunicazione dipartimento di business, diritto, economia e consumi <https://www.iulm.it> Via Carlo Bo, 1 - 20143 - Milano <https://maps.app.goo.gl/LYLaXXCoxLqFLin38> <https://www.iulm.it>

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Call for a special session at IJCRS 26
by Boffa, Stefania Jan. 3, 2026

Jan. 3, 2026

Dear Colleagues, I am pleased to invite you to submit proposals for a *special session* to enrich the scientific program of the *12th International Joint Conference on Rough Sets (IJCRS 2026)*, to be held in Cádiz, Spain, on May 26–29, 2026 (https://ijcrs2026.uca.es/) We welcome high-quality proposals addressing emerging topics in rough set theory and related areas. If you are interested in contributing or would like to discuss a potential proposal, please feel free to contact me directly at *stefania.boffa(a)iulm.it*. I will be delighted to assist you throughout the submission process. Best regards, *Stefania Boffa* Tutorials and Workshops Chair IJCRS 2026 -- *Stefania Boffa* <stefania.boffa(a)iulm.it> ricercatrice tenure track facoltà di comunicazione dipartimento di business, diritto, economia e consumi <https://www.iulm.it> Via Carlo Bo, 1 - 20143 - Milano <https://maps.app.goo.gl/LYLaXXCoxLqFLin38> <https://www.iulm.it>

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IPMU 2026: updated deadline- January 30, 2026
by Enrique Miranda Dec. 30, 2025

Dec. 30, 2025

******** PLEASE APOLOGIZE FOR MULTIPLE COPIES ******** ------------------------------------------------------------------------ 21st International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2026) June 15th-19th, 2026, Rome, Italy https://www.sbai.uniroma1.it/conferenze/ipmu2026/ ------------------------------------------------------------------------ The IPMU conference is organized every two years with the aim of bringing together scientists working on information processing and the management of the many aspects of uncertainty. It also serves as an ideal forum for the exchange of ideas between theoreticians and practitioners in these and related areas. The 2026 edition of IPMU will take place at the Faculty of Economics of Sapienza University of Rome, Italy, in the nearby of the University city of Rome and the main train stations (Termini and Tiburtina). It celebrates the 40th anniversary from the first edition of the conference that took place in Paris, France. The choice of Rome for this special occasion is not a case since Rome and Paris are exclusively and reciprocally twinned, starting from April 1956. Sapienza University of Rome is one of the oldest universities of the world, being it funded in 1303 by Pope Boniface VIII, and is the largest university in Europe. Due to its strategic position, the Faculty of Economics allows to easily reach the plethora of monuments, historic hot-spots and wonderful sightseeing places that awarded to Rome the name of the Eternal city. Get ready for discussing cutting-hedge research on methods for the management of uncertainty and aggregation in one of the most beautiful cities of the world. On behalf of the Organizing Committee of the 21st IPMU Conference, we invite researchers to submit original research contributions (theoretical, methodological, applications) on a specific topic within the scope of the conference which includes (but is not limited to) the following topics: Theory, Methods and Tools: Measures of Information and Uncertainty Bayesian and Probabilistic Methods Evidence, Possibility and Utility Theories Imprecise Probabilities Fuzzy, Rough, Intuitionistic, etc, Sets and operators Fuzzy Logic and other non-classical Logics Multiple Criteria Decision Methods Aggregation Methods Knowledge Acquisition, Representation and Reasoning Graphical Models Machine Learning Evolutionary Computation Neural Networks Data Analysis and Data Science. Application Fields: Big Data Smart Cities Image Processing Intelligent Systems and Information Processing, Logistics, Transportation and Routing Information Retrieval and Fusion Agents E-Health, Medicine and Bioinformatics Finance Fuzzy Optimization SUBMISSION INSTRUCTIONS Regular Papers The proceedings of IPMU 2026 regular papers will be published by Springer in the series Communications in Computer and Information Science (https://link.springer.com/series/7899) indexed in DBLP, Google Scholar, EI-Compendex, Mathematical Reviews, SCImago, Scopus. CCIS volumes are also submitted for the inclusion in ISI Proceedings. * Deadline for regular paper submission: 30 January 2026. **updated** * Authors should consult Springer’s authors’ instructions and use the proceedings template, either for LaTeX or for Word, for the preparation of their papers. The LaTeX templates are also available in Overleaf. Springer encourages authors to include their ORCIDs in their papers. * The length of a submission is 12-14 pages in the LNCS/CCIS one-column page format. The paper must be written in English and submitted in PDF via the EasyChair system, at the following link: https://easychair.org/my/conference?conf=ipmu2026 * In EasyChair authors can choose one of the proposed special sessions or the general track of IPMU 2026. * In EasyChair authors should point out if one of the authors is an early career researcher (no more than 4 years from the Ph.D. defense) to be considered for best early career researcher awards. * All figures are printed in black and white, unless a special arrangement has been made for colored figures. Colored figures remain in color in the online version. Please make sure that any colored figures are equally comprehensible in black and white. Figures and Tables should be cross referred in the text. * Authors interested in publishing their paper Open Access should consult Springer's page. * One full registration will allow acceptance of one regular paper. Each additional accepted paper associated with the same registration will be subject to an additional fee. Short Papers IPMU will also accept short papers of 2-6 pages. Accepted short papers will not be published by Springer. A separate volume, with its own DOI, containing the accepted works, will be published in open access. Authors may opt to not include their work in this volume. * Deadline for short paper submission: 30 January 2026. **updated** * Short papers should be prepared using the LaTeX template used for regular papers that are available on Overleaf. * Short papers must be written in English and submitted in PDF via the EasyChair system, at the following link: https://easychair.org/my/conference?conf=ipmu2026 * Short papers can be submitted to one of the proposed special sessions or the general track of IPMU2026. * In EasyChair authors should take care to select the checkbox marking the submission as a short paper. * Short papers will be included in the regular conference program and Book of Abstracts and will be presented orally. * One full registration will allow acceptance of one short paper. Each additional accepted paper associated with the same registration will be subject to an additional fee. GRANTS AND AWARDS A number of student grants provided by EUSFLAT will be provided to support student participation at the conference. In addition, there shall be a number of awards for the best paper and best student paper at the conference. Information about these grants shall provided at the conference website in due course. IMPORTANT DATES Paper submission deadline: January 30, 2026 Notification of acceptance: February 28, 2026 Camera-ready versions: March 15, 2026 Conference: June 15-19, 2026 Contact: ipmu2026(a)sbai.uniroma1.it General Chair Barbara Vantaggi (Italy) Program Chairs Giulianella Coletti (Italy) Thierry Denoeux (France) Anne Laurent (France) Davide Petturiti (Italy) Publication Chair Enrique Miranda (Spain) Special Session Chair: Jesús Medina (Spain) Social Media Chairs Andrea Cinfrignini (Italy) Silvia Lorenzini (Italy) Executive Directors Bernadette Bouchon-Meunier (France) Ronald R. Yager (USA)

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Re: [IUKM 2026] Call for Papers
by Kreinovich, Vladik Dec. 26, 2025

Dec. 26, 2025

FYI, imprecise probabilities are one of the highlighted topics -----Original Message----- From: Van Nam Huynh <huynh(a)jaist.ac.jp> Dear Colleagues and Friends, [Apologies for cross-posting. Your help in circulating this call for papers to potentially interested parties is highly appreciated.] ———————————————————————————————————————————————————— CALL FOR PAPERS --------------------------------------------------- IUKM 2026: The 12th International Symposium on INTEGRATED UNCERTAINTY in KNOWLEDGE MODELLING and DECISION MAKING 14 - 17 September 2026, Quy Nhon City, Vietnam Conference website: https://www.jaist.ac.jp/IUKM/IUKM2026/ Submission link: https://cmt3.research.microsoft.com/IUKM2026 Submission deadline: 15 March, 2026 --------------------------------------------------- IUKM 2026 marks the 12th edition of the International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM). The symposium cordially invites proposals for special sessions and workshops. Relevant topics for IUKM 2026 include, but are not limited to, the following: --------------------------------------------------- Theory and Methodology: --------------------------------------------------- Uncertainty formalisms: Bayesian probability, Dempster-Shafer theory, imprecise probability, random sets, rough sets, fuzzy sets and interval methods Modelling uncertainty and inconsistency in big data Learning and reasoning with uncertainty Logics for reasoning under uncertainty Machine learning and deep learning Information fusion and knowledge integration in uncertain environments Decision making under various types of uncertainty Aggregation operators for decision making Copulas for dependence modelling Granular and soft computing Computational intelligence --------------------------------------------------- Application: --------------------------------------------------- Data mining and knowledge discovery Multi-agent reinforcement learning Ontology engineering and Semantic Web Privacy preserving data analysis Intelligent data analysis and modelling Agents and argumentation Natural language processing Medical informatics and bioinformatics Ranking and recommendation systems Big data and cloud computing Social network analysis and mining Sensor fusion System identification and modelling Diagnosis and reliability Decision support systems Kansei/affective engineering Service computing Engineering management Supply chain management Environmental management Economics and econometrics Statistics and Applications --------------------------------------------------- Paper Submission and Publication: The authors are invited to submit their full papers by 15 March, 2026. The submissions will be peer-reviewed for originality and scientific quality. As done in previous editions, the proceedings of IUKM 2026 will be published by Springer-Verlag in the Lecture Notes in Artificial Intelligence series, and be available at the Symposium. ----------------------------------------------------

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Recent book: "Arbitrage and Rational Decisions"
by Bob Nau Dec. 19, 2025

Dec. 19, 2025

Dear SIPTA colleagues, I’d like to spread a few words about the recent publication of my book “Arbitrage and Rational Decisions”. Publisher links, supporting materials, and a free draft copy of the entire book can be found at this web site: https://people.duke.edu/~rnau/book/Arbitrage_and_Rational_Decisions.htm It was in progress for many years, dating back to the dawn of SIPTA, but the issues that it considers are foundational and still timely. It presents a unified view of the foundations of rational choice theory: subjective probability and expected utility theory, state-preference theory, non-expected utility theory, noncooperative game theory, asset pricing theory, and social aggregation. The unifying theme is the principle of no-arbitrage, i.e., avoidance of sure loss at the hands of other actors in your scene. In the context of subjective probability this is de Finetti’s concept of coherence, but it applies across the whole spectrum and leads to representation theorems that have a common structure in which a hyperplane (or many thereof) separates the convex set of arbitrage opportunities from the convex set of acceptable bets or trades, and the coordinates of the normal vector(s) are the observable parameters of the decision maker’s mind. Imprecision in probabilities, utilities, state prices, and noncooperative equilibria is a natural state of affairs within this framework. A running theme is that it makes a great deal of difference whether money is available as a medium of exchange and betting and (less well appreciated) as a language for constructing common knowledge of beliefs and tastes and reciprocal stakes in events in numerical terms. De Finetti had the right idea in using monetary bets as a measuring device. Nonlinear and/or state-dependent utility for money and/or non-expected-utility preferences are not problematic. They merely change the visible units of analysis from personal probabilities to risk-neutral probabilities, as in asset pricing theory. Probabilities do not need to be uniquely separated from utilities. When the setting is a noncooperative game, this method of analysis leads (via a slight twist on de Finetti’s theorem) to the result that Aumann’s correlated equilibrium, not Nash equilibrium, is the fundamental solution concept, which is illustrated on the book’s cover. The generic solution of a game is imprecise: a convex set of correlated equilibrium distributions. I hope that you may find some of these perspectives to be of interest. Cheers and best wishes, --Bob --------------------------------------------------- Robert Nau Fuqua School of Business Duke University https://www.fuqua.duke.edu/faculty/robert-nau ---------------------------------------------------

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Reminder: seminar at 3 CET (https://utc-fr.zoom.us/j/83428448483)
by sdesterc Dec. 18, 2025

Dec. 18, 2025

Dear Siptians, This is a small reminder that our next seminar will take place in one hour. Info at https://sipta.org/events/sipta-seminars/ See you there! Sébastien -- ==================================== Sebastien Destercke, Ph. D. CNRS researcher in computer science. Université de Technologie de Compiegne U.M.R. C.N.R.S. 7253 Heudiasyc Avenue de Landshut F-60205 Compiegne Cedex FRANCE Tel: +33 (0)3 44 23 79 85 Fax: +33 (0)3 44 23 44 77 ====================================

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1st Call for Papers of QEST+FORMAT 2026
by Marco Paolieri Dec. 12, 2025

Dec. 12, 2025

======================================= 1st Call for Papers of QEST+FORMAT 2026 September 2-4, 2026, Liverpool, UK https://www.qest-formats.org/ https://confest-2026.github.io/ ======================================= Tentative Dates: Abstract submission: April 3, 2026 Paper submission: April 10, 2026 Artifact submission: April 17, 2026 Author notification: May 24, 2026 Camera-ready submission: June 14, 2026 ======================================= Scope and Topics The two flagship conferences QEST (International Conference on Quantitative Evaluation of SysTems) and FORMATS (International Conference on Formal Modeling and Analysis of Timed Systems) are pursuing a strategic process of joining forces and sparking a new joint conference for quantitative modelling, analysis, and verification. This culminated in 2024 in the first QEST+FORMATS joint conference. In 2026, the two conferences will form the third QEST+FORMATS joint conference, which will be held on 2-4 September 2026 in Liverpool, UK, as part of the CONFEST 2026 umbrella conference. The joint conference is the leading forum for the quantitative evaluation and verification of systems. QEST+FORMATS aims to promote the study of fundamental and practical aspects of systems with quantitative nature (such as probability, timing, and cost). It aims to bring together researchers from different disciplines who share interests in the modelling, design, and analysis of computational systems. Systems of interest include biological and chemical systems; computer networks; critical infrastructures; cyber-physical systems; data-driven AI systems; energy systems; hardware and software systems; industrial systems; mobility networks; and quantum systems. The QEST+FORMATS joint conference also aims to attract researchers interested in real-time issues in hardware design, performance analysis, real-time software, scheduling, semantics and verification of timed, hybrid, and probabilistic systems. In general, the conference aims to attract experts in quantitative and timed systems from any domain. Topics and scientific areas of interest include: --- Models and metrics for the correctness, performance, reliability, safety, and security of systems (stochastic, probabilistic, quantum, and non-deterministic models including Markov chains, automata, Petri nets, process algebra, and their variations); --- Languages and methods for the specification of quantitative properties of systems; --- Techniques, algorithms, and data structures for the analysis, evaluation, and verification of the above models, e.g., for model checking, testing, constraint solving, scheduling, optimization, and worst-case execution time analysis; --- Quantitative and probabilistic aspects of programming; --- Data-driven and machine-learning techniques for the analysis, prediction, and verification of quantitative properties of systems; --- Case studies that highlight the role of quantitative specification, modelling, and evaluation in the design and analysis of systems, with emphasis on emerging problems and technologies, or novel domains; --- Software tools to support the practical application of research results in all of the above areas. ======================================= Confirmed Invited Speakers Ezio Bartocci, TU Wien, Austria Kim Guldstrand Larsen, Aalborg University, Denmark ======================================= Submissions QEST+FORMATS 2026 considers three types of submissions (authors will be able to specify the type of contribution upon submission): --- Research papers: Theoretical and methodological contributions that advance the understanding of a topic or issue, or describe the development of new analysis processes and techniques. --- Case study papers: Contributions that present practical applications of quantitative methods to challenging real-world case studies. Case study papers shall provide detailed evaluation and insights, and highlight the value added to the domain experts. --- Tool papers: Contributions introducing new tools or significant improvements of existing ones, and the formalisms they support. These papers shall focus on the software architecture, practical implementation, and evaluation (e.g., usability, scalability, and effectiveness). Tool papers must be accompanied by an artifact in the Artifact Evaluation as detailed below. All three types of papers can be regular or short: --- Regular papers must not exceed 16 pages, excluding references. --- Short papers should be limited to 7 pages, also excluding references. --- All papers can have an appendix containing supporting material. Note that reviewers are not required to read the appendix to fully assess the merits of the paper. We are considering additional presentation-only submission types; details will be provided in the later CfPs. All papers must be submitted in Springer's LNCS format and will undergo a rigorous single-blind review process. All submitted papers must be unpublished and not be submitted for publication elsewhere. Papers should be submitted electronically using EasyChair (Track: QEST+FORMATS 2026). Springer encourages authors to include their ORCIDs in their papers. Authors should consult Springer's authors' guidelines and use Springer's LaTeX templates for the preparation of their papers. Submitted papers not complying with the above guidelines may be rejected without undergoing review. We are considering awards for best papers and best artifacts. ======================================= Publications All accepted papers need to be presented and discussed at the conference by one of the authors. Similarly to last year, the QEST+FORMATS 2026 proceedings will be published in the Springer LNCS series indexed by ISI Web of Science, Scopus, ACM Digital Library, DBLP, Google Scholar. All submitted papers will be evaluated by at least three reviewers on the basis of their originality, technical quality, scientific or practical contribution to the state of the art, methodology, clarity, and adequacy of references. ======================================= Special Issue We are working on a special issue in a Q1 journal. A selection of the best papers will be invited to submit an extended version of their work to a special issue in an internationally recognized journal. ======================================= Artifact Evaluation Reproducibility of experimental results is crucial to foster an atmosphere of trustworthy, open, and reusable research. To improve and reward reproducibility, QEST+FORMATS 2026 will include a dedicated Artifact Evaluation (AE). Submission of an artifact is mandatory for tool papers (both regular and short), and optional but encouraged for research and case study papers where it can support the results presented in the paper. More details will follow.

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SIPTA next seminar: Jasper de Bock on the 18th December (3pm Paris time), on robust classification
by sdesterc Dec. 11, 2025

Dec. 11, 2025

Dear colleagues, We are delighted to announce our upcoming SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The next seminar will take place on the 18th of December (Thursday). The zoom link for this seminar is https://utc-fr.zoom.us/j/83428448483 For this new seminar, we are very happy to have Jasper de Bock as our speaker. Jasper de Bock is Associate Professor at the Foundations Lab for imprecise probabilities (FLip) of Ghent University. Jasper de Bock is an internationally recognised expert of imprecise probabilistic approaches, with many foundational works touching topics as varied as stochastic process, the nature of imprecision, inference within graphical models with various independence notions, axiomatic of choice functions and sets of sets of desirable things. He has also led the SIPTA community for many years as a president of the society for 6 consecutive years. So be sure to be there to listen to his latest interest! On the 18th of December, at 15:00 CET:paris time (up to 17:00 CET, with a talk duration of 45min/1h), he will talk about "Robustness Quantification: using imprecise probabilities to assess the reliability of probabilistic classifiers”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can be found on that same page. So please mark your calendars on the 18th of December and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is online at https://www.youtube.com/watch?v=kkeqcNwB94k See you at the seminar! Sébastien and Enrique

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Call for papers IPMU'2026- updated submission information
by Enrique Miranda Dec. 10, 2025

Dec. 10, 2025

******** PLEASE APOLOGIZE FOR MULTIPLE COPIES ******** *********************************************************** 21st International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2026) June 15th-19th, 2026, Rome, Italy https://www.sbai.uniroma1.it/conferenze/ipmu2026/ ************************************************************ The IPMU conference is organized every two years with the aim of bringing together scientists working on information processing and the management of the many aspects of uncertainty. It also serves as an ideal forum for the exchange of ideas between theoreticians and practitioners in these and related areas. The 2026 edition of IPMU will take place at the Faculty of Economics of Sapienza University of Rome, Italy, in the nearby of the University city of Rome and the main train stations (Termini and Tiburtina). It celebrates the 40th anniversary from the first edition of the conference that took place in Paris, France. The choice of Rome for this special occasion is not a case since Rome and Paris are exclusively and reciprocally twinned, starting from April 1956. Sapienza University of Rome is one of the oldest universities of the world, being it funded in 1303 by Pope Boniface VIII, and is the largest university in Europe. Due to its strategic position, the Faculty of Economics allows to easily reach the plethora of monuments, historic hot-spots and wonderful sightseeing places that awarded to Rome the name of the Eternal city. Get ready for discussing cutting-hedge research on methods for the management of uncertainty and aggregation in one of the most beautiful cities of the world. On behalf of the Organizing Committee of the 21st IPMU Conference, we invite researchers to submit original research contributions (theoretical, methodological, applications) on a specific topic within the scope of the conference which includes (but is not limited to) the following topics: Theory, Methods and Tools: Measures of Information and Uncertainty Bayesian and Probabilistic Methods Evidence, Possibility and Utility Theories Imprecise Probabilities Fuzzy, Rough, Intuitionistic, etc, Sets and operators Fuzzy Logic and other non-classical Logics Multiple Criteria Decision Methods Aggregation Methods Knowledge Acquisition, Representation and Reasoning Graphical Models Machine Learning Evolutionary Computation Neural Networks Data Analysis and Data Science. Application Fields: Big Data Smart Cities Image Processing Intelligent Systems and Information Processing, Logistics, Transportation and Routing Information Retrieval and Fusion Agents E-Health, Medicine and Bioinformatics Finance Fuzzy Optimization SUBMISSION INSTRUCTIONS Regular Papers The proceedings of IPMU 2026 regular papers will be published by Springer in the series Communications in Computer and Information Science (https://link.springer.com/series/7899) indexed in DBLP, Google Scholar, EI-Compendex, Mathematical Reviews, SCImago, Scopus. CCIS volumes are also submitted for the inclusion in ISI Proceedings. * Deadline for regular paper submission: 12 January 2026. * Authors should consult Springer’s authors’ instructions and use the proceedings template, either for LaTeX or for Word, for the preparation of their papers. The LaTeX templates are also available in Overleaf. Springer encourages authors to include their ORCIDs in their papers. * The length of a submission is 12-14 pages in the LNCS/CCIS one-column page format. The paper must be written in English and submitted in PDF via the EasyChair system, at the following link: https://easychair.org/my/conference?conf=ipmu2026 * In EasyChair authors can choose one of the proposed special sessions or the general track of IPMU 2026. * In EasyChair authors should point out if one of the authors is an early career researcher (no more than 4 years from the Ph.D. defense) to be considered for best early career researcher awards. * All figures are printed in black and white, unless a special arrangement has been made for colored figures. Colored figures remain in color in the online version. Please make sure that any colored figures are equally comprehensible in black and white. Figures and Tables should be cross referred in the text. * Authors interested in publishing their paper Open Access should consult Springer's page. * One full registration will allow acceptance of one regular paper. Each additional accepted paper associated with the same registration will be subject to an additional fee. Short Papers IPMU will also accept short papers of 2-6 pages. Accepted short papers will not be published by Springer. A separate volume, with its own DOI, containing the accepted works, will be published in open access. Authors may opt to not include their work in this volume. * Deadline for short paper submission: 12 January 2026. * Short papers should be prepared using the LaTeX template used for regular papers that are available on Overleaf. * Short papers must be written in English and submitted in PDF via the EasyChair system, at the following link: https://easychair.org/my/conference?conf=ipmu2026 * Short papers can be submitted to one of the proposed special sessions or the general track of IPMU2026. * In EasyChair authors should take care to select the checkbox marking the submission as a short paper. * Short papers will be included in the regular conference program and Book of Abstracts and will be presented orally. * One full registration will allow acceptance of one short paper. Each additional accepted paper associated with the same registration will be subject to an additional fee. GRANTS AND AWARDS A number of student grants provided by EUSFLAT will be provided to support student participation at the conference. In addition, there shall be a number of awards for the best paper and best student paper at the conference. Information about these grants shall provided at the conference website in due course. IMPORTANT DATES Paper submission deadline: January 12, 2026 Notification of acceptance: February 15, 2026 Camera-ready versions: March 1, 2026 Conference: June 15-19, 2026 Contact: ipmu2026(a)sbai.uniroma1.it General Chair Barbara Vantaggi (Italy) Program Chairs Giulianella Coletti (Italy) Thierry Denoeux (France) Anne Laurent (France) Davide Petturiti (Italy) Publication Chair Enrique Miranda (Spain) Special Session Chair: Jesús Medina (Spain) Social Media Chairs Andrea Cinfrignini (Italy) Silvia Lorenzini (Italy) Executive Directors Bernadette Bouchon-Meunier (France) Ronald R. Yager (USA)

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9th International Conference on Belief Functions (BELIEF 2026), Nanjing, China, Oct 19-21? 2026
by Thierry Denoeux Dec. 8, 2025

Dec. 8, 2025

***** Call for Papers ****** The 9th International Conference on Belief Functions (BELIEF 2026) Dates: October 19-21, 2026 Location: Nanjing, Southeast University, China * April 30, 2026: Paper submission deadline * June 15, 2026: Author notification * June 30, 2026: Camera-ready copy due ================================================================ The theory of belief functions, also referred to as evidence theory or Dempster-Shafer theory is a well-established mathematical framework for reasoning and decision-making with uncertainty, with applications to machine learning, statistical inference, information fusion, knowledge representation, risk analysis, etc. It is an extension of probability theory and it has well understood connections with related frameworks such as random sets and imprecise probabilities. Recently, generalised evidence theory, based on random fuzzy sets, has been proposed as a unifying framework encompassing both Dempster-Shafer and possibility theories. The biennial BELIEF conferences (sponsored by the Belief Functions and Applications Society https://www.bfasociety.org/) are dedicated to the confrontation of ideas, the reporting of recent achievements and the presentation of the wide range of applications of this theory. Previous editions of this conference series were held in Brest, France (2010); Compiègne, France (2012); Oxford, UK (2014); Prague, Czech Republic (2016); Compiègne, France (2018); Shanghai, China (2021); Paris, France (2022), and Belfast, UK (2024). To support cross-fertilization among researchers working in different subfields of AI and related disciplines, tutorials and special sessions will be proposed, with emphasis on the links between machine learning and uncertain reasoning, including topics such as quantification of prediction uncertainty, fusion rules for ensemble learning, belief propagation in deep neural networks, links with explainable and symbolic AI, etc. Submissions of papers combining several of these topics, or more generally at the intersection between belief functions and other AI methods or uncertainty theories are welcome. We also encourage submissions describing innovative applications to various areas including, but not limited to: energy, environment and climate change; medical diagnosis; risk and reliability analysis; business and economics, vision and image processing, etc. ===========Proceedings=========== Proceedings of the previous editions of BELIEF have been published by Springer-Verlag as volumes of the Lecture Notes in Artificial Intelligence (LNCS/LNAI) series and indexed by: ISI Web of Science; EI Engineering Index; ACM Digital Library; dblp; Google Scholar; IO-Port; MathSciNet; Scopus; Zentralblatt MATH. Publication of the BELIEF 2026 proceedings in the LNCS/LNAI series is awaiting confirmation. ==========IJAR Special issue================== Authors of selected papers from the BELIEF 2026 conference will be invited to submit extended versions of their papers for possible inclusion in a special issue of the International Journal of Approximate Reasoning. ============BELIEF 2026 Program Committee co-chairs============== Prof. Zhigang Su (zhigangsu(a)seu.edu.cn <mailto:zhigangsu@seu.edu.cn>), Southeast University, China Prof. Thierry Denoeux (tdenoeux(a)utc.fr <mailto:tdenoeux@utc.fr>), Université de Technologie de Compiègne, France ---------- Prof. Thierry Denoeux Université de technologie de Compiègne Institut universitaire de France Rue Roger Couttolenc, CS 60319 60203 Compiègne cedex, France https://www.hds.utc.fr/~tdenoeux

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Independence puzzle
by Marco Zaffalon Dec. 5, 2025

Dec. 5, 2025

Dear SIPTAnts, Here is a small puzzle for you - I give it to my master students - that makes a nice point (it’s not mine, I only created a story around it). Enjoy, Marco *** A casino hosts a slot machine with only two spinning reels, A and B, each one displaying either 0 or 1. You observe the machine for a long time, thus verifying that those reels are independent and uniformly distributed, as they should: P(A)=P(B)=P(B|A)=1/2. One plays inserting two dollars in the machine, and wins 4 dollars if A=B and nothing otherwise. The game is fair in the sense that on average one wins 2 dollars. At some point you discover that you can manipulate reel A while it's spinning, thus setting it at the value you like. Are there conditions that enable you to win more than 2 dollars on average by doing so? (Think before reading on.) *** Imagine that the machine internally works as follows. It generates two independent uniformly random bits U and V. By a defect of construction, A and B are then set according to the following rules: - A=1 iff U=V. - B=1 iff U=1 or (A=1,U=0,V=1). Luckily, this does not affect the fact that the machine is indeed fair: P(A)=P(B)=P(B|A)=1/2. However, when you manipulate A, its value will no longer depend on U and V; it will just depend on what you decide, say A=1. This will make the clause (A=1,U=0,V=1) true whenever U=0,V=1. Whence B=1 will occur with probability 3/4: 1/2 due to U=1 plus 1/4 due to U=0,V=1. As a consequence, on average you will win 4*3/4 = 3 dollars, making an average profit of 1 dollar per game. *** The moral of the story: causation does not imply correlation - or, prediction does not inform action.

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11th International Workshop on Reliable Engineering Computing REC 2026, Dortmund, Germany, September 2-5, 2026, deadline extended!
by Kreinovich, Vladik Dec. 4, 2025

Dec. 4, 2025

Papers using imprecise probability techniques are always welcome at this series of workshops. **************************** Dear Colleague, We are pleased to invite you to the 11th International Workshop on Reliable Engineering Computing (REC2026), taking place 2-5 September 2026 at TU Dortmund University, Germany, https://rec2026.web.tu-dortmund.de/ Under the theme "Reliability Computations in a Data and Model-Driven World," REC2026 connects classical uncertainty quantification with modern advances in AI and data science. As usually, a specific focus is on the development and application of imprecise probabilistic methods in engineering computations. REC2026 will offer an interdisciplinary forum on uncertainty quantification, risk assessment, and the reliability of engineering computations. The program includes keynote lectures, technical sessions, networking opportunities, a welcome reception (2 Sept), and a conference dinner (4 Sept). Important Dates * December 15, 2025 - Abstract Submission (deadline extended) * April 1, 2026 - Full Paper Submission Submission templates are available on the conference website Mark your calendar and stay tuned! With best regards, Matthias Faes (TU Dortmund University) matthias.faes(a)tu-dortmund.de<mailto:matthias.faes@tu-dortmund.de> Michael Beer (Leibniz University of Hannover) beer(a)irz.uni-hannover.de<mailto:beer@irz.uni-hannover.de> REC2026 General Chairs Marcos Valdebenito marcos.valdebenito(a)tu-dortmund.de<mailto:marcos.valdebenito@tu-dortmund.de> Local Organizing Committee Chair, REC 2026

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FW: NAFIPS deadline has been extended
by Kreinovich, Vladik Dec. 2, 2025

Dec. 2, 2025

Dear Friends, Papers combining fuzzy and probabilities are always welcome at this series of conferences. ********************************************** Deadlines for submissions to the Joint NAFIPS International Conference on Fuzzy Systems, Soft Computing and Explainable AI and 10th World Conference on Soft Computing NAFIPS 2026 (El Paso, Texas, USA, March 14-16, 2026, https://sites.google.com/view/nafips26/) have been extended: ** the new deadline for submitting full papers is December 15, 2025; this is the final deadline, there will be not extension ** the new deadline for submitting late-breaking papers and extended abstracts is January 15, 2026

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Re: ESCIM2026 – Submission Deadline Reminder
by Kreinovich, Vladik Dec. 2, 2025

Dec. 2, 2025

FYI, AI-related papers using imprecise probabilities are always welcome at this series of conferences From: Tüű Szabó, Boldizsár <tuu.szabo.boldizsar(a)ga.sze.hu<mailto:tuu.szabo.boldizsar@ga.sze.hu>> Sent: Monday, December 1, 2025 12:23 AM Subject: ESCIM2026 – Submission Deadline Reminder Dear Colleagues, This is a kind reminder that the paper submission deadline for the 17th European Symposium on Computational Intelligence and Mathematics ESCIM 2026 (Timisoara, Romania, May 10-13, 2026) is approaching. Submission deadline: December 19, 2025 All submission details, including topics, formatting instructions, and important dates, are available on the the website: https://escim2026.uca.es/submission/ We warmly invite you to submit your contributions and look forward to receiving your papers. Best regards, Boldizsár Tüű-Szabó Program Chair, ESCIM2026 [Image removed by sender. Logo]<https://uni.sze.hu/kezdolap> Dr. Tüű-Szabó Boldizsár egyetemi adjunktus Informatikai és Villamosmérnöki Kar [Image removed by sender.] 9026 Győr, Egyetem tér 1 [Image removed by sender.] +36 96 503 400 tuu.szabo.boldizsar(a)sze.hu<mailto:tuu.szabo.boldizsar@sze.hu> [Image removed by sender. adress-icon] uni.sze.hu<https://uni.sze.hu>

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IP seminar in Trento, tomorrow 9.30 (Trento time)
by sdesterc Dec. 1, 2025

Dec. 1, 2025

Dear friends, I’ve been aware (thanks to Matteo Brunelli) that an interesting talk will take place in Trento, tomorrow at 9.30 • https://eventi.unitn.it/it/stackelberg-cournot-nash-equilibria-under-ambigu… Do not hesitate to spread this information! Cheers -- ==================================== Sebastien Destercke, Ph. D. CNRS researcher in computer science. Université de Technologie de Compiegne U.M.R. C.N.R.S. 7253 Heudiasyc Avenue de Landshut F-60205 Compiegne Cedex FRANCE Tel: +33 (0)3 44 23 79 85 Fax: +33 (0)3 44 23 44 77 ====================================

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Reminder: Kevin Blackwell talk at 3pm
by sdesterc Nov. 26, 2025

Nov. 26, 2025

Dear Siptians, This is just a reminder that Kevin Blackwell talk will take place at 3pm. Information (including zoom link) there: https://sipta.org/events/sipta-seminars/ See you in an hour! Sébastien

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Re: SMPS 2026 in Lecce, Italy, September 15-18, 2026
by Kreinovich, Vladik Nov. 24, 2025

Nov. 24, 2025

Dear Colleagues, the SMPS 2026 conference (Soft Methods in Probability and Statistics) will take place on September 15-18, 2026, in Lecce, Italy. As is customary for the SMPS series, we expect between 80 and 120 participants, creating an environment conducive to stimulating scientific dialogue and a warm, friendly atmosphere. Our objective is to keep the fees including lunches, conference dinner, social events and Springer book of proceedings as low as possible. In the conference website, you may find the expected fees (the precise amounts will be determined in the spring, once the exact number of participants is known). Confirmed plenary speakers are: • Bernard De Baets (Ghent University, BE) • Irene Gijbels (KU Leuven, BE) • Beatriz Sinova Fernández (Oviedo University, ES) The SMPS conference series has the tradition to collect short papers of 6-8 pages of all participants giving a talk. These papers will undergo a quick peer-review and should either contain novel results or provide a survey over recently established material. All accepted contributions will be published in a forthcoming Springer conference proceedings book. Submission of short papers will be possible starting January 1st, 2026. For more information about the event, please check in the following days the official conference website: http://smps2026.unisalento.it<http://smps2026.unisalento.it/> the Linkedin page: https://www.linkedin.com/in/smps-lecce-7419b0398 Looking forward to welcoming you in Lecce Fabrizio Durante (for the Local Organizing Committee) --------------------------------------------------------- Fabrizio Durante Dipartimento di Matematica e Fisica “Ennio De Giorgi” Università del Salento via per Arnesano, I-73100 Lecce (Italy) Personal website: https://sites.google.com/site/fbdurante/ [Image removed by sender.]

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Fwd: WUML 2026 – Workshop on Uncertainty in Machine Learning, Tartu, Estonia, Feb 2–4, 2026
by sdesterc Nov. 21, 2025

Nov. 21, 2025

Dear all, The next WUML conference on uncertainty in machine learning will take in Tartu during February. This is a nice workshop that promotes discussion around Machine learning. People attending usually have a very nice experience and in many occasion follow-up collaborations. Best regards Sébastien -- ==================================== Sebastien Destercke, Ph. D. CNRS researcher in computer science. Université de Technologie de Compiegne U.M.R. C.N.R.S. 7253 Heudiasyc Avenue de Landshut F-60205 Compiegne Cedex FRANCE Tel: +33 (0)3 44 23 79 85 Fax: +33 (0)3 44 23 44 77 ==================================== > Begin forwarded message: > > From: Meelis Kull <meelis.kull(a)ut.ee> > Subject: WUML 2026 – Workshop on Uncertainty in Machine Learning, Tartu, Estonia, Feb 2–4, 2026 > Date: 3 November 2025 at 11:15:32 CET > To: Meelis Kull <meelis.kull(a)ut.ee> > > Dear colleague, > > We are pleased to announce that the Workshop on Uncertainty in Machine Learning (WUML 2026) will be held on February 2–4, 2026, at the University of Tartu, Estonia. > > Following the successful previous editions in Munich (2024) and Milan (2025), WUML 2026 will continue to provide an open and informal forum for discussing recent advances and challenges in uncertainty in machine learning. > > The first WUML workshop was held in 2015, and the event has been held annually since 2023, with recent editions in Ghent, Munich, and Milan. The goal of this workshop is to bring together researchers interested in the topic of uncertainty in machine learning. It aims to provide a forum for discussing the latest developments in modeling and quantifying uncertainty in machine learning problems, as well as for exploring new research directions in this field. > > As in previous years, WUML 2026 will be an informal event without a paper submission system. Participants are welcome to give a talk, present a poster, or simply attend the workshop. Participation is free of charge, though attendees are expected to cover their own travel and accommodation expenses. > > Preliminary information about the workshop is available at: > https://sites.google.com/view/wuml2026 > > Those interested in attending are kindly asked to confirm their participation by January 7, 2026, using the following form: > https://forms.gle/Gom361htiTd48pfU9 > > Please note that, due to room capacity and expected interest, participation will be limited to a maximum of 150 attendees. > > For any questions, please feel free to contact the organizers. You are also welcome to share this announcement with colleagues or students who may be interested in attending. > > We look forward to seeing you in Tartu! > > On behalf of the WUML 2026 Organizing Committee > Meelis Kull > > > > --- > Meelis Kull > Head of the Estonian Centre of Excellence in AI > Professor of Artificial Intelligence > Institute of Computer Science > University of Tartu > meelis.kull(a)ut.ee <mailto:meelis.kull@ut.ee> >

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Next SIPTA virtual seminar: 26th of November, K. Blackwell "Representing awareness change with sets of desirable gambles"
by sdesterc Nov. 18, 2025

Nov. 18, 2025

Dear colleagues, We are delighted to announce our upcoming SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The next seminar will take place on the 26th of November (Wednesday). The zoom link for this seminar is https://utc-fr.zoom.us/j/83908951605 For this new seminar, we are very happy to have Kevin Blackwell as our speaker. Kevin Blackwell is currently a lecturer at Bristol Philosophy department, and has many contribution in the foundation of imprecise probabilities, with a recent focus on its most general forms using the notions of desirable gambles and of coherent choice functions. On the the 26th of November, at 15:00 CEST:paris time (up to 17:00 CEST, with a talk duration of 45min/1h), he will talk about "Representing awareness change with sets of desirable gambles”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can be found on that same page. So please mark your calendars on the 26th of November, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is online at https://www.youtube.com/watch?v=Fk1YvCstMRw See you at the seminar! Sébastien, Enrique and Jasper

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FYI: interval session at NAFIPS 2026 conference, deadline for submissions December 1, 2026
by Kreinovich, Vladik Nov. 15, 2025

Nov. 15, 2025

Papers related to interval-valued and fuzzy-valued probabilities are always welcome at this series of fuzzy conferences *********** Special Session on Interval Uncertainty Organizers: Martine Ceberio (University of Texas at El Paso), Christoph Lauter (University of Texas at El Paso), Vladik Kreinovich (University of Texas at El Paso) Description: Interval uncertainty is closely related to fuzzy techniques: indeed, if we want to know how the fuzzy uncertainty of the inputs propagates through the data processing algorithm, then the usual Zadeh's extension principle is equivalent to processing alpha-cuts (intervals) for each level alpha. This relation between intervals and fuzzy computations is well known, but often, fuzzy researchers are unaware of the latest most efficient interval techniques and thus use outdated less efficient methods. One of the objectives of the proposed session is to help the fuzzy community by explaining the latest interval techniques and to help the interval community to better understand the related interval computation problems. Yet another relation between interval and fuzzy techniques is that the traditional fuzzy techniques implicitly assume that experts can describe their degree of certainty in different statements by an exact number. In reality, it is more reasonable to expect experts to provide only a rage (interval) of possible values -- leading to interval-valued fuzzy techniques that, in effect, combine both types of uncertainty. ************ The Joint NAFIPS International Conference on Fuzzy Systems, Soft Computing and Explainable AI and 10th World Conference on Soft Computing NAFIPS 2026 will be held in El Paso, Texas, USA, on March 14-16, 2026. https://sites.google.com/view/nafips26/ <venue> In 2025, we had a conference in Banff, Canada, on the Northern side of Rocky mountains. This year, this conference will be held in the southmost part of the same mountain range -- in El Paso, Texas. El Paso is among the ten safest cities in the US, It is a vibrant border city known for its unique blend of American and Mexican cultures, affordability, and historic charm. Located in far western Texas, the "Sun City" offers a high number of sunny days and is recognized for its beautiful desert landscapes and strong community spirit. El Paso is situated at the junction of Texas, New Mexico, and Mexico, creating a strong binational identity that influences its food, language (Spanglish is common), and festivals. The conference venue is the Art, Science, and Technology Building on the Valle Verde Campus of the El Paso Community College, see https://www.epcc.edu/Contact/about-the-campuses <Aims and Scope> As an international conference in the areas of fuzzy sets and soft computing, the NAFIPS 2026 conference will bring together scientists, engineers, students, and practitioners working in fuzzy logic and related areas to present their recent research accomplishments. The conference offers a unique platform for the exchange of ideas, fostering interaction and building multidisciplinary research linkages. <Topics> The topics cover all aspects of fuzzy systems and their applications including, but not limited to: * fuzzy sets and fuzzy logic * mathematical foundations of fuzzy sets and fuzzy systems * approximate reasoning, fuzzy inference models, and soft computing * fuzzy decision analysis, decision making, optimization, and design * fuzzy system architectures and hardware * fuzzy methods in data analysis, statistics and imprecise probability * fuzzy databases and information retrieval * fuzzy pattern recognition and image processing * fuzzy sets in management science * fuzzy control and robotics * possibility theory * fuzzy sets and logic in ontology, web, and social networks * fuzzy preference modeling * fuzzy sets in operations research and manufacturing * fuzzy database mining and financial forecasting * fuzzy neural networks * evolutionary and hybrid systems * intelligent agents and ambient intelligence * learning, adaptive, and evolvable fuzzy systems <Deadlines> Deadline for submitting tutorial and special session proposals: December 1, 2025 Deadline for paper submissions: December 1, 2025 Notification of acceptance: January 15, 2026 Deadline for final versions of accepted papers: February 15, 2026 Conference: March 14-16, 2026 <How to submit> Please submit your tutorial proposals to Marek Reformat, Tutorial Chair, by email to reformat(a)ualberta.ca<mailto:reformat@ualberta.ca>. Please submit your special session proposals to Fernando Gomide, Special Session Chair, at gomide(a)unicamp.br<mailto:gomide@unicamp.br>. Proposals for tutorials and special sessions should include the title, a short abstract, and the list of organizers (including a brief listing of their qualifications). Papers should be submitted via EasyChair, via a link https://easychair.org/my/conference?conf=nafips2026 If you are submitting to a special session, then when EasyChair asks you about the paper title, add - in capital letters - the session title before the title of your paper. For example, if you are submitting a paper titled "Our great revolutionary ideas for teaching and learning" to the special session on fuzzy education, then in the EasyChair slot for paper title write: "FUZZY EDUCATION Our great revolutionary ideas for teaching and learning". Also, in addition to submitting your papers to EasyChair, send a copy of your submission by email to the organizers of the special session. <Organizing committee> General Chair: Christian Servin (El Paso Community College) Program Chair: Scott Dick (University of Alberta, Canada) Special Sessions Chair: Fernando Gomide (University of Campinas, Brazil) Award Co-Chairs: Julia Rayz (Purdue University) Ildar Batyrshin (Instituto Politecnico Nacinal, Mexio) Tutorial Chair: Marek Reformat (University of Alberta, Canada) Industrial Liaison Chair: Kelly Cohen (University of Cincinnati) Competition Co-Chairs: Tim Arnett (Thales Flight Avionics, USA) Barnabas Bede (DigiPen University) Student and Young Researchers Chair: Wilhelm Louw (Pyramidion Co. and University of Cincinnati) Publicity Chair: Juan Carlos Figueroa-Garcia (Universita Distrital, Bogota, Colombia) Local Arrangements Co-Chairs: Christian Servin, Nadia Karichev, Ivan Alonso (El Paso Community College) Martine Ceberio, Vladik Kreinovich (University of Texas at El Paso)

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FYI: IEEE Conference on AI
by Kreinovich, Vladik Nov. 15, 2025

Nov. 15, 2025

FYI, AI-related papers dealing with imprecise probabilities are always welcome at this series of conferences ************************* The 2026 IEEE Conference on Artificial Intelligence CAI 2026 Granada, Spain, May 8-10, 2026 https://sci2s.ugr.es/cai-2026 The 2026 IEEE Conference on Artificial Intelligence (IEEE CAI 2026) is the 4th Edition of the International Conference IEEE CAI that will take place in Granada (Spain). IEEE CAI 2026 is focused on the AI research and innovation with a special emphasis on the applications of AI and key AI verticals that impact industrial technology applications and innovations. You will learn about new research and breakthroughs in the industry, gain insight into new start-ups and leading AI companies, grow your network, and get inspired by the brightest minds working in the multi-faceted fields. IEEE CAI was previouly celebrated in Santa Clara (CAI 2023, 2025) and Singapore (CAI 2024) and it is supported by the important Technology IEEE Societies: IEEE Computational Intelligence Society, IEEE Computer Society, IEEE System, Man and Cybernetics Society and IEEE Signal Processing Society. Plan now to attend this highly anticipated spectacular event, taking place May 8-10, 2026 in Granada (Spain). Key AI Verticals: IEEE CAI 2026 offers an unprecedented experience with prominent AI speakers delivering keynote presentations, engaging workshops, technical and information sessions featuring contemporary AI topics, and insightful forward-looking panels around important sectors, which are related with the following key AI verticals: - Healthcare and Life Sciences. - Human-Robot Collaboration. - Sustainable and Trustworthy Ai. - Multimedia and Virtual Reality and Teleoperation. - Business Intelligence/ Finance. - Generative AI Models and Agentic AI. SUBMISSIONS & PUBLICATIONS: - See the web page of the conference. - The conference papers will be published according to the templates provided by IEEE eXpress Conference Publishing https://www.ieee.org/conferences/publishing/ieee-express-conference-publish… IMPORTANT DATES: Workshops, Tutorials, Panels, also Spec Sessions: October 15, 2025. Paper submission (all papers): November 30, 2025 Paper Evaluations to Authors: December 15, 2025. Final Camera Ready & Registration: January 20, 2026. Email contact: viedma(a)decsai.ugr.es<mailto:viedma@decsai.ugr.es> and rkozma(a)memphis.edu<mailto:rkozma@memphis.edu> General Chairs: * Enrique Herrera-Viedma, University of Granada, Granada, Spain, e-mail: viedma(a)decsai.ugr.es<mailto:viedma@decsai.ugr.es> * Robert Kozma, University of Memphis, USA e-mail: rkozma(a)memphis.edu<mailto:rkozma@memphis.edu> * Carmen Nestares, Amazon Prime, Seattle, USA Program Chairs: * Francisco Herrera, University of Granada, Granada, Spain, e-mail: herrera(a)decsai.ugr.es<mailto:herrera@decsai.ugr.es> * Giancarlo Fortino, University of Calabria, Italy, e-mail: g.fortino(a)unical.it<mailto:g.fortino@unical.it> * Bing Xue, Victoria University of Wellington, New Zealand, e-mail: Bing.Xue(a)vuw.ac.nz<mailto:Bing.Xue@vuw.ac.nz> * KC Santosh, University of South Dakota, South Daota, kc.santosh(a)usd.edu<mailto:kc.santosh@usd.edu> Honorary Chairs: * Piero Bonnisone, Piero P Bonnisone Analytics LLC * Fei-Yue Wang, Chinese Academy of Sciences * Bernadette Bouchon, Sorbonne Universite, Paris, France Advisory Board: * Hussein Abbass, University of New South Wales, Australia * Yew Soon Ong, Nanyang Technological University, Signapore * Marcos Lopez de Prada, Abu Dhabi Investment Authority (ADIA) * Ljiljana Trajkovic, Simon Fraser University, Canada * Saeid Nahavandi, Swinburne University of Technology, Australia * Adrian Stoica, USA Vice General Chairs: * Sam Kwong, Lingnan University, Hong Kong * Horst Simon, ADIA Lab, Abu Dhabi * Jie Lu, Sidney University of Technology Sydney, Australia * Carlos Coello, UNAM, Mexico Finance Chair: * Vladik Kreinovich, University of Texas at El Paso, USA Local Organizing Chairs: * Jose Luis Verdegay, University of Granada. * Oscar Cordon, University of Granada. * Manuel Jesus Cobo, University of Granada. * Sergio Alonso, University of Granada. Program committee: See in the web page of the conference.

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3 years Postdoc position at TCD (Dublin) on Security & Privacy of unused parameters of ML models.
by Alessio Benavoli Oct. 29, 2025

Oct. 29, 2025

Dear colleagues and students, I am recruiting a Postdoctoral researcher with a background in game theoretic modelling, learning theory and both the theoretical and practical aspects of deep learning. The successful applicant will collaborate within a skilled and motivated team of scientists (from Trinity College Dublin, Queen's University Belfast and University California Riverside) dedicated to understand the security and privacy implications of the unused parameters present in machine learning models. The proposed research explores the problem both from the theoretical and empirical perspectives. *Description*: Machine Learning applications increasingly rely on Deep Neural Networks (DeepNNs) to achieve state-of-the-art performance across a wide range of real-world tasks, including Large Language Models. DeepNNs are typically highly over-parameterised, but this characteristic has been shown to facilitate both optimisation and generalisation. Nevertheless, such over-parameterisation also introduces many parameters that are not essential to the final learned model and whose specific values have little impact on its behaviour (don’t-care states). In both software and hardware systems, undefined behaviour and don’t-care states have been shown to be potential sources of vulnerabilities. The postdoc will conduct research that contributes to the following streams of work: 1) Investigate the possible strategies that colluding parties could use to maliciously exploit the unused parameters (learning capacity) of a machine learning model using techniques from information and learning theory; 2) Model the attacks within a game-theoretic framework under complete or incomplete knowledge (Bayesian games), which will enable to find optimal strategies for the players (Attacker, Nature and Defender); 3) Validate these theoretical models and strategies on machine learning models and real applications. Applications from candidates with expertise in *imprecise** Statistics or imprecise Machine Learning* are welcome. - For informal *inquiries* please contact *alessio.benavoli(a)tcd.ie <alessio.benavoli(a)tcd.ie>* - *Salary* is up to ~€71,000 per annum per 3 years. - *Start*: January 2026. - For additional details (including qualifications, knowledge/experience and how to apply)* see attached document.* Best regards, Alessio Benavoli

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CFP IPMU 2026- Special Session on Theoretical and applied aspects of Imprecise Probabilities
by IGNACIO MONTES GUTIERREZ Oct. 18, 2025

Oct. 18, 2025

Dear colleagues, Please find attached a CFP for a special session on IP at the IPMU 2026 Conference, which will be held in Rome in June 2026. Best regards Ignacio Montes ****************************************************** [Apologise for multiple copies] Call for papers Special Session on "THEORETICAL AND APPLIED ASPECTS OF IMPRECISE PROBABILITIES" to be held at the 21st International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2026) https://www.sbai.uniroma1.it/conferenze/ipmu2026/index.php Rome (Italy), June 15-19, 2026 Session topic and goal This session is devoted to Imprecise Probability Theory, which involves all the mathematical models that can be used as more flexible tools than usual Probability Theory when the available information is scarce, vague or incomplete. It includes lower previsions, n-monotone capacities, belief functions, p-boxes, possibility measures, or non-additive measures, among others. This special session aims to include papers related to Imprecise Probabilities that either present a significant advance in the foundations or show potential applications in real problems. In addition, papers where the connection between imprecise probability theories and other fields such as fuzzy sets or game theory is emphasised are also welcome. Theoretical topics of interest include (but are not limited to): * (coherent) uncertainty models * non-additive set-functions * qualitative reasoning about uncertainty * limit laws for imprecise probabilities * philosophical foundations * elicitation and inference * robust statistics * decision making Applications include (but are not limited to): * data mining * classification and machine learning * risk and reliability analysis * finance * life sciences * system control and design * algorithmic issues Dates Paper submission: January 12, 2026 Notification of Acceptance: February 15, 2026 Conference: June 15-19, 2026 Organisers We would be grateful if you could let us know whether you plan to submit a paper to this session. Any questions or remarks can be addressed to: David Nieto-Barba (nietodavid(a)uniovi.es) University of Oviedo (Spain) Ignacio Montes (imontes(a)uniovi.es) University of Oviedo (Spain)

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Reminder: SIPTA seminar at 3pm Paris time
by sdesterc Oct. 17, 2025

Oct. 17, 2025

Dear Siptians, This a small reminder that our seminar is bound to start in a bit more than one hour. Milan Studeny will talk of “Combinatorial description of facets of the cone of exact games (or coherent lower probabilities)”. Zoom link is https://utc-fr.zoom.us/j/85055146633 Best regards Sébastien -- ==================================== Sebastien Destercke, Ph. D. CNRS researcher in computer science. Université de Technologie de Compiegne U.M.R. C.N.R.S. 7253 Heudiasyc Avenue de Landshut F-60205 Compiegne Cedex FRANCE Tel: +33 (0)3 44 23 79 85 Fax: +33 (0)3 44 23 44 77 ====================================

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CNRS positions - reminder
by sdesterc Oct. 16, 2025

Oct. 16, 2025

Dear colleagues, As each year, the CNRS (centre national de recherche scientifique) will hire a number of people that will work in one of its associated laboratories (nation-wide in France), requiring candidates to provide a research project as well as a list of possible laboratories (associated to CNRS) in France where they could perform the proposed research. * Why should you apply? - CNRS positions are full permanent research positions that are, to my knowledge, one of the most flexible in terms of how you do your research. - CNRS offers quite a lot of opportunities (e.g., international labs) in case you want to make long foreign stays or develop your research into a product at some point. - As a CNRS researcher, you are mostly free to join any joint CNRS lab. This means that moving within France is very easy. - The institute is committed (and I can tell that by experience) to perform qualitative rather than quantitative assessments. So no obligation to publish or perish to prosper, but you can still play the game if you want. * Why should you not apply? - The salary is a priority for you: while it is quite decent at the start and quickly increases (in a rather predictable manner, as for all French state employees), it is probably below the level of tenured people in other European countries, notably due to the fact that France has historically chosen to have a lot of permanent public researchers/lecturers/professors (so monetary means are not concentrated nor subject to competition between universities). There is a number of ways to increase it (work part-time in company, give hours of teaching, providing some expertise, having salary supplements within projects), but most take some time away from research. - Learning French is not an option for you: while CNRS hires on a very regular basis non-french speaking researchers, daily life in France is definitely much more difficult if you do not have a working French. This can typically be acquired within some years (or maybe less) after arrival. * How should you apply? - Calendar: application files are typically to be submitted around January, with interviews in May. In order to prepare the candidacy, it is advisable to take contact with prospective teams/laboratories in October, November at the latest (preparing the application files take quite some time, and should be done in coordination at least with your preferred team) - Application file: It consists of a CV, a research statement (of about 10 pages in average), and of a research project that explains your scientific project for the next 5/10 years, understandable for specialist of the section you apply to (in computer science, the committee includes people from artificial intelligence, quantum computing, logic, mathematical programming, …). Within the project must be given three CNRS laboratories and teams (to be selected by the candidate among all the possible ones) in which you would like to perform this project. - Contacting laboratories/teams: if you have a laboratory/team you would like to join in case you are selected by CNRS, you should contact it as soon as possible. If you are interested or if you think of someone that could be interested, I will be happy to answer further questions, for instance to recommend labs where you could apply depending on your research project. Best regards Sébastien

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FW: IEEE WCCI 2026 Maastricht | First Announcement
by Kreinovich, Vladik Oct. 15, 2025

Oct. 15, 2025

IEEE WCCI 2026 - 21-26 June 2026, Maastricht, the Netherlands https://attend.ieee.org/wcci-2026/ Welcome We are pleased to announce that the 2026 IEEE World Congress on Computational Intelligence (WCCI 2026) will be held in Maastricht, the Netherlands, from 21 to 26 June 2026. This congress brings together three flagship conferences, facilitating rich knowledge exchange in neural networks, fuzzy systems and evolutionary computation: * 2026 International Joint Conference on Neural Networks (IJCNN) * 2026 IEEE International Conference on Fuzzy Systems (FUZZ) * 2026 IEEE Congress on Evolutionary Computation (CEC) Call for Submissions We look forward to receiving many outstanding research contributions for the 2026 IEEE World Congress on Computational Intelligence. Help shape the event by submitting a high-quality research paper, organizing a cutting-edge competition or challenge, proposing a focused special session, leading an interactive hands-on tutorial, hosting a collaborative thematic workshop, or joining a thought-provoking discussion panel as a participant or moderator. Call for Papers Paper submissions are invited (from 1 December 2025) via the WCCI 2026 website. All papers will be peer-reviewed and evaluated based on originality, significance, quality, and clarity. https://attend.ieee.org/wcci-2026/call-for-papers/ Special Sessions Special Session proposals should clearly outline the research domain of the session, highlighting its significance, impact, and relevance to the conference and the wider community. https://attend.ieee.org/wcci-2026/call-for-special-sessions/ Call for Tutorials We invite you to propose high-quality Tutorials and Workshops that align with the theme of WCCI. These will be pivotal to enhancing the learning experience of attendees. https://attend.ieee.org/wcci-2026/1222-2/ Important dates 1 November: Special sessions, competitions, tutorials, panels proposals 21 November: Special sessions, competitions, tutorials, panels notification 1 December 2025: Submission system opens 31 January: Paper submission deadline (23:59, anywhere on Earth, i.e. UTC-12) - no extension will be given! 15 March: Paper acceptance notification 15 April: Camera-ready papers 21-26 June: Congress Days Become a partner of WCCI 2026! The success of the World Congress on Computational Intelligence relies on the generous support of our esteemed sponsors. We invite you to join us as a sponsor and become an integral part of 2026 WCCI. Please find detailed information about our sponsorship opportunities at https://attend.ieee.org/wcci-2026/sponsors/ Organized by IEEE WCCI 2026 is legally organized by Stichting ConferEntis on behalf of IEEE, IEEE Computational Intelligence Society, International Neural Network Society, Maastricht University, and the University of Nottingham. Klinkhamer Group B.V. has been contracted by Stichting ConferEntis to manage the conference organization and secretariat. Klinkhamer Group B.V. has its registered office at: Duboisdomein 5D01, 6229 GT Maastricht, The Netherlands. E: wcci2026(a)klinkhamergroup.com<mailto:wcci2026@klinkhamergroup.com> T: +31 (0)43 362 70 08

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Call for Special Sessions IPMU2026. Rome, Italy, June 15th-19th, 2026. Extended Deadline
by Kreinovich, Vladik Oct. 15, 2025

Oct. 15, 2025

*********************************************************** 21st International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2026) June 15th-19th, 2026, Rome, Italy https://www.sbai.uniroma1.it/conferenze/ipmu2026/ ************************************************************ The IPMU conference is organized every two years with the aim of bringing together scientists working on information processing and the management of the many aspects of uncertainty. It also serves as an ideal forum for the exchange of ideas between theoreticians and practitioners in these and related areas. The 2026 edition of IPMU will take place at the Faculty of Economics of Sapienza University of Rome, Italy, in the nearby of the University city of Rome and the main train stations (Termini and Tiburtina). The 2026 edition of IPMU celebrates the 40th anniversary from the first edition of the conference that took place in Paris, France. The choice of Rome for this special occasion is not accidental since Rome and Paris are exclusively and reciprocally twinned, starting from April 1956. Sapienza University of Rome is one of the oldest universities of the world, being it founded in 1303 by Pope Boniface VIII, and is the largest university in Europe. Due to its strategic position, the Faculty of Economics allows to easily reach the plethora of monuments, historic hot-spots and wonderful sightseeing places that awarded to Rome the name of the Eternal city. Get ready for discussing cutting-hedge research on methods for the management of uncertainty and aggregation in one of the most beautiful cities of the world. On behalf of the Organizing Committee of the 21st IPMU Conference, we invite researchers to submit original research contributions (theoretical, methodological, applications) and/or to organize a special session on a specific topic within the scope of the conference which includes (but is not limited to) the following topics: Theory, Methods and Tools: Measures of Information and Uncertainty Bayesian and Probabilistic Methods Evidence, Possibility and Utility Theories Imprecise Probabilities Fuzzy, Rough, Intuitionistic, etc, Sets and operators Fuzzy Logic and other non-classical Logics Multiple Criteria Decision Methods Aggregation Methods Knowledge Acquisition, Representation and Reasoning Graphical Models Machine Learning Evolutionary Computation Neural Networks Data Analysis and Data Science. Application Fields: Big Data Smart Cities Image Processing Intelligent Systems and Information Processing, Logistics, Transportation and Routing Information Retrieval and Fusion Agents E-Health, Medicine and Bioinformatics Finance Fuzzy Optimization Please note that special sessions usually consist of about 4-6 presentations. You should send your proposal to ipmu2026(a)sbai.uniroma1.it<mailto:ipmu2026@sbai.uniroma1.it> Please, include in the message a description, list of topics and organizers. IMPORTANT DATES Special sessions proposals extended deadline: October 22nd, 2025 Notification of Special Sessions acceptance: October 31st, 2025 General Chair Barbara Vantaggi (Italy) Program Chairs Giulianella Coletti (Italy) Thierry Denoeux (France) Anne Laurent (France) Davide Petturiti (Italy) Publication Chair Enrique Miranda (Spain) Special Session Chair: Jesús Medina (Spain) Social Media Chairs Andrea Cinfrignini (Italy) Silvia Lorenzini (Italy) Executive Directors Bernadette Bouchon-Meunier (France) Ronald R. Yager (USA) [Image removed by sender. UCA] Jesús Medina Moreno Catedrático de Universidad / Full Professor Mathematics for Computational Intelligence Systems (M·CIS) Departamento de Matemáticas Universidad de Cádiz Facultad de Ciencias, Campus del Río San Pedro 11510 Puerto Real Cádiz - SPAIN Tel +34 956 01 27 12

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mark your calendars
by Kreinovich, Vladik Oct. 11, 2025

Oct. 11, 2025

8th International Conference on Intelligent and Fuzzy Systems (INFUS 2026) July 7-9, 2026 Ankara, Türkiye infus.itu.edu.tr Conference Theme: Artificial Intelligence for a Sustainable Future: Driving Innovation in the Circular Economy Conference Venue: Cankaya University, Ankara, the capital city of Türkiye Conference Topics: Approximate reasoning, Artificial Neural Networks, Autonomous Systems, Classification, Clustering, Cognitive modelling, Computational Finance and Economics, Computing with Words, Data aggregation and fusion, Database management and querying, Decision-Making, e-Business, e-Learning, Evolutionary/Genetic Algorithms, Expert Systems, Feature Extraction, Forecasting and time series modelling, Fuzzy control, Fuzzy Systems, Geographic Information Systems, Hybrid systems involving software agents and human actors, Image processing and computer vision, Imprecise probabilities and fuzzy methods in statistics, Information retrieval, Intelligent data analysis and data-mining, Intelligent Systems, Knowledge representation and knowledge engineering, Linguistic modelling, Machine Learning, Natural language processing, generation and understanding, Nature-Inspired Optimization Algorithms, Neuro-fuzzy systems, Optimization, Possibility theory and applications, Rough sets theory, Semantic web, Social Networks Analysis and Computing, Soft Computing Applications, Stochastic and fuzzy optimization, System Control and Optimization, Theoretical foundations of fuzzy logic and fuzzy set theory, Theory and applications of decision-making, Uncertainty modelling. Social Events: Visit to Gordion Ancient city, Visit to Antic Roman Baths, and Beypazarı Your registration involves * Presentation of one accepted paper at the INFUS 2026 Conference, * Publication of one accepted paper (within 8 pages) in the Springer proceedings (guaranteed only for registration received before April 05, 2026), * Access to remote / onsite tutorial sessions at the conference, * Access to all remote INFUS 2026 conference scientific sessions, * Travels to Gordion Antic City, Roman Baths, and Beypazari * Conference bag and gifts, * Gala dinner, welcome cocktail, three days coffee breaks, * Three days lunches * And more than all, a warm hospitality that will make you feel at home. Important Dates: * Final date to submit abstracts: January 25, 2026 * Notification of abstracts acceptance: February 08, 2026 * Final date to submit full papers: February 15, 2026 * Notification of full papers acceptance: March 1, 2026 * Early registration: March 08, 2026 * Camera-ready paper submission: March 22, 2026 * Source file submission : March 29,2026 * Deadline of author late registration for paper publication in proceedings: April 05, 2026 * Conference: July 07-09, 2026 Conference Chair: Prof. Cengiz Kahraman kahramanc(a)itu.edu.tr<mailto:kahramanc@itu.edu.tr> Conference Co-Chairs: Prof. Basar Oztaysi, Prof. Selcuk Cebi, Prof. Sezi Cevik Onar, Prof. Irem Ucal Sari, Prof. Abdullah Cagri Tolga, Assoc. Prof. Irem Otay

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SIPTA virtual seminar (game theory and lower probabilities): 17th October, 3pm Paris time
by sdesterc Oct. 7, 2025

Oct. 7, 2025

Dear colleagues, We are delighted to announce our upcoming SIPTA online seminar on imprecise probabilities (IP). These monthly events are open to anyone interested in IP, and will be followed by a Q&A and open discussion. They also provide an occasion for the community to meet, keep in touch and exchange between in-person events. The next seminar will take place on the 17th of October (Thursday). The zoom link for this seminar is https://utc-fr.zoom.us/j/85055146633 For this new seminar, we are very happy to have Milan Studeny as our speaker. Milan Studeny is a senior research er at the Institute of Information Theory and Automation, within the Academy of Sciences of the Czech Republic. Milan Studeny is internationally recognised, notably for his contributions to graphical models and conditional independence, as well as to game theory, on which this SIPTA seminar will focus. On the 17th of October, at 15:00 CEST:paris time (up to 17:00 CEST, with a talk duration of 45min/1h), he will talk about "Combinatorial description of facets of the cone of exact games (or coherent lower probabilities)”. Curious? Then check out the abstract on the webpage of the SIPTA seminars: sipta.org/events/sipta-seminars. The zoom link for attending the seminar can be found on that same page. So please mark your calendars on the 17th of October, and join us for the occasion. And for those who missed the previous seminar and want to catch up, or simply want to see it again and again, it is online at https://www.youtube.com/watch?v=hLdCKytLbhY See you at the seminar! Sébastien, Enrique and Jasper

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Numbers of the Future Conference: **Submit the abstract of your presentation**
by Kreinovich, Vladik Oct. 6, 2025

Oct. 6, 2025

Numbers of the future Conference When: 3-5 December 2025 Where: University of Liverpool, UK (also online for those who cannot travel) Registration: £100 (£50 online) Abstract submission: https://forms.gle/c1p1Jcikve1cjQET8 Conference website: https://sites.google.com/view/numbersofthefuture Taglines: https://sites.google.com/view/numbersofthefuture/taglines Overview Next-generation science and engineering will require data and calculations to be reliable, trackable, reusable, comprehensively described and linked, while also maintaining security and protecting private information. Quantitative assessments important in science, engineering, industry, commerce, finance, and forensics increasingly make use of critical data and calculations, sensitive or confidential records, incomplete or bad data, intrusively collected personal information, and tracked data and calculations. This use requires collating and propagating ancillary information that justifies conclusions, tracks evidence, and permits reanalysis. This conference will consider several essential questions: § What details are needed when collecting and sharing observational data and calculations? § How can we be sure that empirical effort produces meaningful, correct, and logically complete measurements? § What changes or augmentations are needed in empirical work to ensure that estimates and calculations are trackable and checkable? § What structures and processes can make scientific statements trustworthy, beyond relying on the integrity of scientists as individuals? § How can these be automated to be natural and least burdensome? § How can we radically reduce the need to 'clean' data sets? § What provisions can guarantee that the information is secure and uncorrupted but also accessible and reusable. § How can we avoid wasting or losing observations? Topics bad data, reusable data, symbolic data, trustworthiness, literate computing, data interoperability, responsible analysis, empiricist responsibility, linguistics of evidentiality, anonymisation techniques, numbers in crisis situations, findable and recoverable data, protecting personal information, self-documentation for data sets, evidence and justification tracing, uncertainty from expert elicitations, responsible simulation and modelling, ethical dimensions of numbers and data, security and confidentiality in data sharing, decision making under justification tracking, provenance and calculation stream histories, enriched and structured next-gen commenting, dimension and units checking and propagation, dangers and limitations in certification by analysis, extended research credits for non-author contributions, what to do about numbers already recorded in data sets, automating uncertainty propagation and sensitivity analysis, and conventions for comprehensive data description (NUSAP, FAIR, etc.). Themes * Reproducible and open science * Humane algorithms * Data sharing * Verification Who should attend The conference will bring together engineers with computer scientists, statisticians and data analysts, linguists, legal scholars, and policy analysts from across industrial, academic, and governmental institutions who must handle mission-critical data and calculations, sensitive or personal records, incomplete or bad data, or tracked data and calculations important in science, engineering, industry, commerce, finance, and forensics. Using such data requires the collation and propagation of ancillary information that justifies the quantitative calculations and assessments in which they are used. This multidisciplinary workshop is intended to foster cross-fertilization and creativity. Conference agenda The conference will begin Wednesday 3rd December at 2pm. A detailed agenda will be updated soon on the conference website. Wednesday (afternoon) Thursday Friday Registration Registration will open soon. In the meantime you can submit the abstract of your presentation at https://forms.gle/c1p1Jcikve1cjQET8. £100 fee for in-person registration will cover: § Attendance § Lunch and refreshment breaks, and § Conference dinner. On-line attendance has a £50 fee. Additional tickets (£50 for accompanying persons includes the conference dinner, and social events) may be purchased at registration. Important dates 31st October: deadline for abstract submission 1st November: registration opens 14th November: notification of acceptance of presentation 3rd December: conference January: special issue open Keynote speakers Arnald Puy<https://www.arnaldpuy.com/> (University of Birmingham) Ivan Oransky<https://retractionwatch.com/meet-the-retraction-watch-staff/about/> (Retraction Watch) TBC Journal special issue Selected abstracts/presentations from the conference will be invited for submission to a special issue of the International Journal of Approximate Reasoning. Conference venue The conference will be held in person at the University of Liverpool in the <https://www.liverpool.ac.uk/central-teaching-hub/> Central Teaching Hub<https://www.liverpool.ac.uk/central-teaching-hub/> (What3Words ///basin.causes.select<https://what3words.com/basin.causes.select>). The presentations will also be live streamed for registrants via Zoom. Organizers The conference is hosted by the Institute for Risk and Uncertainty at the University of Liverpool in the United Kingdom. Co-chairs Marco de Angelis<https://www.strath.ac.uk/staff/de_angelismarcodr/>, University of Strathclyde, United Kingdom Scott Ferson<https://sites.google.com/site/scottfersonsite/>, University of Liverpool, United Kingdom Kari Sentz<https://laro.lanl.gov/esploro/profile/kari_sentz/output/all?institution=01L…>, Los Alamos National Laboratory, United States Conference Secretariat Andrea Jones +44 0151 7944837 a.m.jones(a)liverpool.ac.uk<mailto:a.m.jones@liverpool.ac.uk> Steering Committee Ekaterina Auer, Hochschule Wismar, Germany Anas Batou, University of Liverpool, United Kingdom Michael Beer, Leibniz Universität Hannover, Germany Conal Brown, TÜV Rheinland Industrial Services, United Kingdom Mark Burgman, University of Hawai‘i at Mānoa, United States Leslie Yu Chen, University of Liverpool, United Kingdom Leonardo Christo, Agência Nacional do Petróleo, Gás Natural e Biocombustíveis, Brasil Silvio Funtowicz, Universitetet i Bergen, Norway Ander Gray, Université de Technologie de Compiègne, France Ioanna Ioannou, University College London, United Kingdom Vladik Kreinovich, University of Texas at El Paso, United States Adolphus Lye, National University of Singapore, Singapore Enrique Miralles-Dolz, Princeton Plasma Physics Laboratory, United States Jeremy NIcholls, Social Value International, United Kingdom William L. Oberkampf, United States Jason O'Rawe, Etsy, United States Edoardo Patelli, University of Strathclyde, Scotland Jerome Ravetz, University of Oxford, United Kingdom Sebastian Timme, University of Liverpool, United Kingdom Local Organizing Committee Ioanna Ioannou Nicholas Gray Leslie Yu Chen Conal Brown To know more about hotels, transportation to reach Liverpool and related ideas see the conference site: https://sites.google.com/view/numbersofthefuture.

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Third Call for Sessions: The 5th Italian Meeting on Probability and Mathematical Statistics, Palermo, June 8-12, 2026
by GIUSEPPE SANFILIPPO Sept. 23, 2025

Sept. 23, 2025

Third call for Sessions: The 5th Italian Meeting on Probability and Mathematical Statistics, Palermo, June 8-12, 2026 (Apologies if you receive multiple copies of this message) ========================================= Conference Announcement ========================================= The 5th Italian Meeting on Probability and Mathematical Statistics will take place in Palermo, Italy, from June 8 to 12, 2026. Website: https://probabilitypalermo2026.unipa.it ======================== Key Dates ======================== Contributed Session submission deadline: SEPTEMBER 30, 2025 Notification of acceptance: November 15, 2025 Abstract submission for accepted CS: December 31, 2025 Early registration deadline: February 28, 2026 ================================ Submission Guidelines for a CS ================================ We invite all researchers interested in contributing to the event to submit proposals for Contributed Sessions. The participation of young researchers and PhD students working in Italy or abroad is strongly encouraged. A Contributed Session (CS) consists of four presentations by speakers invited by one or two organizers (organizers may also be among the speakers). In the “Contributed Session” submission form, please include: - The session title - The names of the 4 speakers - A short description of the session To submit a CS, please visit: https://probabilitypalermo2026.unipa.it/contributed-sessions/ ============= Description ============= Established in 2017, the Italian Meeting on Probability and Mathematical Statistics aims to bring together Italian and international researchers with shared interests in any field of probability and mathematical statistics, promoting the dissemination of recent scientific results and fostering academic exchange. The first meeting was held in Turin in 2017. Since then, the meetings have taken place in Vietri sul Mare (2019), Bologna (2022), and Rome (2024). The 5th edition, promoted by the PRISMA group (https://umi-prisma.polito.it/) of the Italian Mathematical Union (UMI), will be held in Palermo, Italy, from June 8 to 12, 2026, at the Campus of the University of Palermo, Viale delle Scienze, (https://probabilitypalermo2026.unipa.it/general-information/) ================ Plenary Speakers ================ We are pleased to announce the following confirmed plenary speakers (https://probabilitypalermo2026.unipa.it/invited-speakers/) - Francesca Biagini (LMU, Germany); - Stefano Favaro (University of Turin and Collegio Carlo Alberto, Italy); - Franco Flandoli (Scuola Normale Superiore di Pisa, Italy); - Silvio Micali (MIT, USA); - Giuseppe Savaré (Bocconi University, Italy). ======================== Steering Committee ======================== Giacomo Ascione, Scuola Superiore Meridionale, Naples Claudia Ceci, Sapienza University of Rome Paolo Dai Pra, University of Verona Antonio Di Crescenzo, University of Salerno Marco Fuhrman, University of Milan Domenico Marinucci, University of Rome “Tor Vergata” Laura Sacerdote, University of Turin Giuseppe Sanfilippo, University of Palermo Enrico Scalas, Sapienza University of Rome Barbara Trivellato, Polytechnic University of Turin ======================== Local Committee ======================== https://probabilitypalermo2026.unipa.it/committees/ ~~~~~~~~~~~~~~~~~~~~~~~~~ Giuseppe Sanfilippo Departments of Mathematics and Computer Science, University of Palermo, Italy https://sites.unipa.it/sanfilippo giuseppe.sanfilippo(a)unipa.it ~~~~~~~~~~~~~~~~~~~~~~~~~

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