Workshop on Rethinking the Role of Bayesianism in the Age of Modern AI

Esmeralda Whitammer, Sara Wade, Vincent Fortuin, Konstantina Palla, and Theodore Papamarkou write: We are organising a focused workshop on Rethinking the Role of Bayesianism in the Age of Modern AI from October 26 to 30, 2026, bringing together researchers exploring the frontiers of Bayesian machine learning and deep learning. The meeting will take place in Edinburgh, Scotland, UK, and will be hosted by the University of Edinburgh’s School of Informatics. This workshop follows in the footsteps of the meetings held at Dagstuhl in 2024 and MBZUAI in 2025. This year, the meeting is growing and becoming an official event of the International Society for Bayesian Analysis (ISBA)’s new section on Bayesian AI. We are planning to maintain the collaborative and interactive spirit of the previous meetings, with a programme that includes talks, panel discussions, poster sessions, and ample time for interaction among participants representing a wide range of perspectives and expertise. Looks…