Apologies for cross-postings ---Kindly help to distribute this CFP to anyone who may be interested.
==== 1st Call for Papers PGM 2024 ==== PGM 2024 is the twelfth edition of the International Conference on Probabilistic Graphical Models. It will take place in Nijmegen (the Netherlands, EU) between the 11th and the 13th of September 2024. Up-to-date information about the conference, including this call for papers, can be found on https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.ru.nl%2Fpgm2024&data=05%7C01%7Cuai%40engr.orst.edu%7C0d059830f1914ed3fe0808dbdac0fd34%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638344294650626552%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=1nNjNGXxiE6i5tl4F6bp3O1Q5WHDX1IK2PNBQVReCKM%3D&reserved=0 Deadlines: May 20, 2024: Abstract submission deadline May 27, 2024: Paper submission deadline July 12, 2024: Author notification August 26, 2024: Camera-ready copy due The conference welcomes contributions on all aspects of graphical models, including but not limited to: - Principles of Bayesian networks, chain graphs, sum-product networks, influence diagrams, probabilistic relational models, and other probabilistic graphical models (PGMs). - Information processing in PGMs (exact and approximate inference). - Learning and data mining in the context of PGMs: machine learning approaches, statistical testing and search methods, MCMC simulation. - Construction and explanation of PGMs, exploiting results from related disciplines such as statistics, information theory, optimization, deep learning, and decision making under uncertainty. - Software systems based on PGMs. - Application of PGMs to real-world problems. Both theoretical and applied contributions are welcome. Papers submitted for review should report on original, previously unpublished work. Accepted papers will be published electronically in a volume of the Proceedings of Machine Learning Research. Each submission will go through a standard reviewing process. Papers will be accepted for either plenary or poster presentation, but, in the proceedings, no distinction is made between the two. At least one author of each accepted paper is required to register for the conference. There will be a workshop on PGMs in Health Care, co-located with the conference, just prior to PGM 2024 (on September 10, 2024). IJAR Special Issue Selected papers will be invited to be extended and then submitted to a special issue of the International Journal of Approximate Reasoning (IJAR). Best student paper award Our sponsor BayesFusion offers a best student paper award. Travel support grants for students The Donders Institute has sponsored a number of grants to support student travel. More information on how to apply will be provided once the registration period is open. Dr. Silja Renooij | Associate Professor - Senior Lecturer | Department of Information and Computing Sciences | Universiteit Utrecht, The Netherlands | https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.uu.nl%2Fstaff%2FSRenooij&data=05%7C01%7Cuai%40engr.orst.edu%7C0d059830f1914ed3fe0808dbdac0fd34%7Cce6d05e13c5e4d6287a84c4a2713c113%7C0%7C0%7C638344294650782802%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=66FpkVDk7RghjByOUQViAhcxgehgfLLzTQfSK0ZhYyU%3D&reserved=0 | Available on Tue - Fri |
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