December 2024 - SIPTA News - lists.sipta.org

New post on the SIPTA blog

by Van Camp, Arthur

Dear IP enthusiasts, The SIPTA blog<https://sipta.org/blog/> has another new blogpost. You can learn more about Giacomo Molinari's doctoral research<https://sipta.org/blog/thesis-giacomo/> on Deference Principles for Imprecise Probabilities. Kind regards, Arthur Van Camp

Dec. 21, 2024

[Jobs] Research Fellow in Autonomous Driving under Uncertainty (Jan 19)

by Fabio Cuzzolin

The Visual Artificial Intelligence Laboratory @ Oxford Brookes <https://www.linkedin.com/company/visual-ai-lab/> (VAIL) at Oxford Brookes University <https://www.linkedin.com/company/oxfordbrookes/>, led by Professor <https://www.linkedin.com/in/ACoAAAW5OSgBrV7rQei3wMC_5Dj5_9UA8fT7kp4>Fabio Cuzzolin <https://www.linkedin.com/in/fabio-cuzzolin/>, is seeking a fellow to be appointed as soon as possible, full-time, for a period of 12 months or until the end of the project (February 2026). The #ResearchFellow <https://www.linkedin.com/feed/hashtag/?keywords=researchfellow&highlightedU…> will join the Lab’s efforts in the context of the #Horizon2020 <https://www.linkedin.com/feed/hashtag/?keywords=horizon2020&highlightedUpda…> FET-Open project “Epistemic AI” coordinated by Oxford Brookes, with KU Leuven <https://www.linkedin.com/company/ku_leuven/> and Delft University of Technology <https://www.linkedin.com/company/tudelft/> as the other partners. https://lnkd.in/grbkStWQ The project’s overarching objective is to develop a new paradigm for a next-generation artificial intelligence providing worst-case guarantees on its predictions thanks to a proper modelling of real-world uncertainties. The project re-imagines AI from the foundations, with the aim of providing a proper treatment of the #epistemic <https://www.linkedin.com/feed/hashtag/?keywords=epistemic&highlightedUpdate…> #uncertainty <https://www.linkedin.com/feed/hashtag/?keywords=uncertainty&highlightedUpda…> stemming from a machine’s forcibly partial knowledge of the world by means of advanced uncertainty theory. The Fellow will assist Prof Cuzzolin with the coordination of the H2020 Epistemic AI project and maintain a smooth communication among the project partners. In particular, they will lead the research work of Work Package 3 (Science-to-technology breakthrough in autonomous driving), by developing new frameworks for object detection and scene understanding under uncertainty, as well as inverse reinforcement learning. They will join another research fellow and co-supervise the two PhD students hired under the project, while helping with the general management of the Visual AI Lab. The Visual Artificial Intelligence Laboratory is a fast-growing research unit of 24 members, active in #deeplearning <https://www.linkedin.com/feed/hashtag/?keywords=deeplearning&highlightedUpd…> for action detection, #uncertainty <https://www.linkedin.com/feed/hashtag/?keywords=uncertainty&highlightedUpda…> in #artificialintelligence <https://www.linkedin.com/feed/hashtag/?keywords=artificialintelligence&high…> , #machinelearning <https://www.linkedin.com/feed/hashtag/?keywords=machinelearning&highlighted…> (e.g. #continuallearning <https://www.linkedin.com/feed/hashtag/?keywords=continuallearning&highlight…> ), #computervision <https://www.linkedin.com/feed/hashtag/?keywords=computervision&highlightedU…> , #autonomousdriving <https://www.linkedin.com/feed/hashtag/?keywords=autonomousdriving&highlight…>, surgical and mobile #robotics <https://www.linkedin.com/feed/hashtag/?keywords=robotics&highlightedUpdateU…> , #AI <https://www.linkedin.com/feed/hashtag/?keywords=ai&highlightedUpdateUrns=ur…> for healthcare. The Lab is currently pioneering frontier topics such as machine # theoryofmind <https://www.linkedin.com/feed/hashtag/?keywords=theoryofmind&highlightedUpd…>, evolving machine intelligence, intrinsically-aligned AI, epistemic # foundationmodels <https://www.linkedin.com/feed/hashtag/?keywords=foundationmodels&highlighte…>, AI for science, #neuraloperators <https://www.linkedin.com/feed/hashtag/?keywords=neuraloperators&highlighted…> under uncertainty. Within autonomous driving, we are recognised as the creators of the series of ROAD datasets for #situationalawareness <https://www.linkedin.com/feed/hashtag/?keywords=situationalawareness&highli…> , https://lnkd.in/enx8wDMJ https://lnkd.in/e5hyeFyf https://lnkd.in/e6k48Q6T the organisation of 5 recent workshops at top conferences (at ICCV, ECCV, UAI, IROS)hashtag and we are working to incubate a <https://www.linkedin.com/feed/hashtag/?keywords=iccv&highlightedUpdateUrns=…> hashtag <https://www.linkedin.com/feed/hashtag/?keywords=spinoff&highlightedUpdateUr…>and we are working to incubate a spinoff company on robust hashtag#perception <https://www.linkedin.com/feed/hashtag/?keywords=perception&highlightedUpdat…> and end-to-end planning for autonomous vehicles. VAIL is part of the University’s new Artificial Intelligence, Data Analysis and Systems (AIDAS) Institute <https://www.linkedin.com/company/artificial-intelligence-data-analysis-and-…>, directed by Cuzzolin. Please apply here (vacancy ID number of 174959): https://my.corehr.com/pls/oburecruit/erq_jobspec_details_form.jobspec?p_id=… or contact Fabio at fabio.cuzzolin(a)brookes.ac.uk for more information. The deadline for application is 19 January 2025.

Dec. 20, 2024

ISIPTA 2025: Call for papers

by Alexander Erreygers

The International Symposium on Imprecise Probabilities: Theories and Applications<https://sipta.org/events/isipta/> is the premier international event dedicated to the exploration of imprecise probabilities, providing a platform for both theoretical advancements and practical applications. The 14th edition of this biennial conference series will be held at the Bielefeld University Center for Interdisciplinary Research<https://www.uni-bielefeld.de/__uuid/fcd0d2db-5ed3-45a1-b122-685b58074571/> from Tuesday, July 15, 2025, to Friday, July 18, 2025. We invite contributions on all aspects of imprecise probabilities, a term encompassing a wide range of mathematical and statistical models that quantify uncertainty without the restriction of precise probabilities. Topics of interest include, but are not limited to, sets of probability measures, partial preference orderings, game-theoretic probability, choice functions, interval probabilities, risk measures, nonlinear expectations, belief functions, and possibility theory. As is tradition at ISIPTA, accepted contributions will be presented and discussed in two separate sessions. Presentations are short and plenary. Detailed explanations and discussions are face-to-face relying on whichever medium you prefer – but having a poster is encouraged – so as to favour interaction among participants. We accept two types of submissions: full papers and one-page abstracts. The submission deadlines are February 2nd, 2025 for full papers and April 27th, 2025 for one-page abstracts; additional important dates like notification of paper acceptance will be communicated in due course. Submission is through the EasyChair platform<https://easychair.org/conferences/?conf=isipta2025> following the instructions on the conference website<https://isipta25.sipta.org/submission> for formatting guidelines. All contributions will be made available on the conference website. Papers will be published in the Proceedings of Machine Learning Research<https://proceedings.mlr.press/>, although authors have the option to opt out of publication. Registration is free for non-tenured scholars with accepted submission, and € 200 for tenured faculty with accepted submission. The fee for scholars without accepted submission and industry participants is € 600. The registration fee includes lunch, coffee breaks, social dinner, and participation in the social event. Registration is up to June 1st, 2025, but we encourage participants to register only after a final decision on their submission has been made. We look forward to welcoming you to Bielefeld! The ISIPTA 2025 Steering Committee Jasper De Bock Sébastien Destercke Alexander Erreygers Max Nendel Frank Riedel Matthias Troffaes

Dec. 20, 2024

7th School on Belief Functions and their Applications: Preliminary Announcement

by Serafin Moral

*************************************************************************************** 7th School on Belief Functions and their Applications Oct 19-23, 2025 University of Granada, Granada, Spain https://www.bfasociety.org/BFTA2025 bfta2025(a)bfasociety.org *************************************************************************************** PRELIMINARY ANNOUNCEMENT(more information coming soon) The BELIEF school is a biennial event organized by the Belief Functions and Applications Society (BFAS) that offers a unique opportunity for students and researchers to learn about fundamental and advanced aspects of the theory of belief functions (also referred to as Dempster-Shafer theory, or evidence theory), a formalism for reasoning with uncertainty. The school will be organized around a set of lectures by prominent researchers. Lectures will gradually tackle basic to more advanced theoretical concepts. They will also highlight the links with other uncertainty theories such as random sets and possibility theory, and present applications of belief functions in various domains including machine learning, information fusion, statistical inference and materials science. Financial Support The Belief Functions and Applications Society (BFAS) is offering several grants that cover the school registration fees (which include the tuition fees, lunches, coffee breaks and the social event). Organizing committee * Serafin Moral (Chair), University of Granada, Spain * Inés Couso, University of Oviedo, Spain * Enrique Miranda, University of Oviedo, Spain * Thierry Denœux, University of Technology of Compiègne, France * Anne-Laure Jousselme, CS Group Research Lab, France * Frédéric Pichon, Artois University, France * David Mercier, Artois University, France

Dec. 18, 2024

PhD Opportunity

by Michele Caprio

PhD Position at The University of Manchester in the area of Uncertainty in Machine Learning The Faculty of Humanities<https://www.humanities.manchester.ac.uk/> of The University of Manchester has an open Bicentenary PhD Studentship<https://www.humanities.manchester.ac.uk/study/postgraduate-research/funding…> position. The PhD research's more specific areas are eXplainable Deep Learning (XDL) and Uncertainty Quantification (UQ). The research focuses on developing new techniques based on Imprecise Probability Theory, that will improve the current state of the art at the intersection of XDL and UQ. This project allows for doing both fundamental and applied research, with the aim of advancing and bridging both theory and applications. The candidate should hold a master's degree in Mathematics, Computer Science, Statistics, or a related field. Further details about this position, and a link to the application system, can be found at https://www.findaphd.com/phds/project/hums-bicentenary-phd-deep-uncertainty… For further information, please contact Michele Caprio (michele.caprio(a)manchester.ac.uk<mailto:michele.caprio@manchester.ac.uk>).

Dec. 12, 2024

Fwd: CFP-IJCRS 25

by Boffa, Stefania

Dear Colleagues, Let me share the CFP of the *11th International Joint Conference on Rough Sets (*IJCRS 2025 <http://ijcrs2025.cqupt.edu.cn/#/home>*) *with you*.* Best wishes Stefania Boffa IJCRS 2025 Publicity Chair

Dec. 11, 2024

WUPES 2025 - Call for papers

by Milan Studeny

Dear colleagues, perhaps some of you may be interested in a small informal workshop WUPES with broad flexible scope, to be organized next June -- see below. best wishes Milan Studeny (in name of WUPES organizers) ---------------------------------------------------------------------------------------------- *CALL FOR PAPERS* The 13th Workshop on Uncertainty Processing *W U P E S ' 25* Třešť, Czech Republic, June 4 - 7, 2025 http://wupes.utia.cas.cz/2025/ ---------------------------------------------------------------------------------------------- *About* A series of Workshops on Uncertainty Processing (WUPES) has been held in Czechia since 1988. We invite submissions of papers on Uncertainty in Artificial Intelligence, Bayesian Networks, Conditional Independence, Stochastic Analysis, Algebraic Statistics, Information-Theoretical Inequalities, Combinatorial Methods for Secret Sharing, Fuzzy Analysis, Machine Learning, Decision Theory, Management Science, and related fields. More information about WUPES can be found on our webpage: http://wupes.utia.cas.cz/ *Submissions* We invite regular papers. First, an extended abstract (up to two pages long) should be submitted. After notification of acceptance, full papers (maximum 12 pages) should be prepared using the WUPES LaTeX template. Authors of accepted papers are expected to present their work at the workshop. *Special Issue* After the workshop, a special issue of the international journal Kybernetika <https://www.kybernetika.cz/>(published by the Institute of Information Theory and Automation of the Czech Academy of Sciences) will be organized and dedicated to WUPES'25. All selected papers will undergo a regular review process. Kybernetika publishes freely available articles at no charge. Reflecting its focus on computer science, system engineering, applied mathematics, and related interdisciplinary fields, the journal has been indexed in Web of Science and Scopus since its founding in 1965. With an impact factor of 0.9 in 2023, Kybernetika provides a platform for high-quality research. *Important Dates* - March 14, 2025: Submission of extended abstracts - March 28, 2022: Notification of acceptance - April 11, 2025: Early registration & payment deadline - May 2, 2025: Camera-ready copy of the final paper due - June 4-7, 2025: Workshop in Třešť, Czechia *Program Committee* - Milan Studený - chair, Czech Academy of Sciences - Nihat Ay, Hamburg University of Technology, Germany - Andrea Capotorti, Università di Perugia, Italy - László Csirmaz, Alfréd Rényi Inst. of Mathematics, Hungary - Radim Jiroušek, Czech Academy of Sciences, Czechia - Gernot D. Kleiter, Salzburg University, Austria - Prakash P. Shenoy, University of Kansas, USA *Organizing Committee* - Jirka Vomlel - chair, Czech Academy of Sciences - Radim Jiroušek, Czech Academy of Sciences - Václav Kratochvíl, Czech Academy of Sciences - Milan Studený, Czech Academy of Sciences *Venue* The WUPES 2025 conference will take place in the magnificent Třešť Castle, a historic site owned by the Czech Academy of Sciences. Originally a medieval fortress, the castle has undergone transformations from Renaissance to Baroque architecture and now serves as a center for academic and research activities. Participants will enjoy the serene castle park, ideal for quiet walks and relaxation. Třešť is located in the scenic Vysočina region, celebrated for its rolling hills, forests, and cultural landmarks. A highlight of the area is the UNESCO World Heritage Site of Telč, just 24 minutes away by train with regular hourly service. Telč, known for its Renaissance architecture and charming town square, offers a unique excursion opportunity for participants. For any further questions, please get in touch with the chair: *Jirka VomlelEmail: vomlel(a)utia.cas.cz " target="_blank">" target="_blank">" target="_blank"><vomlel(a)utia.cas.cz>*

Dec. 11, 2024

Next SIPTA seminar: 12th December 15h Paris time, Frederic Pichon on information fusion

by sdesterc

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 12th of December (Thursday). The zoom link for this seminar is https://utc-fr.zoom.us/j/88087921468 For this new seminar, we are very happy to have Frédéric Pichon as our speaker. Frédéric Pichon is Professor of Computer Science at Université D’artois, in the LGI2A. Frédéric is a widely recognised expert in belief functions, with interest in combinatorial optimisation, information fusion and machine learning. On the 12th of December, at 15:00 CEST:paris time (up to 17:00 CEST, with a talk duration of 45min/1h), he will talk about "Reliability and dependence in the combination of evidence”. 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 12th 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=OqZhJ6QL4x0&t See you at the seminar! Sébastien, Enrique and Jasper

Dec. 4, 2024