Information-theoretic generalization bounds go brrrrr.... arxiv.org/abs/2005.08044 Nice ideas in here combining Catoni's single draw setting and the Thomas Steinke Lydia Zakynthinou framework. I appreciate multiple cites to my group's recent work.

gdurisi.github.io/news-post/2020…

Online half-way PhD seminar by Fredrik Hellström on information-theoretic generalization bounds Discussion leader: Benjamin Guedj Seminar info: chalmers.se/en/departments… Work supported by: @ChalmersAI WASP Research

Adaptive Selective Sampling for Online Prediction with Experts. (arXiv:2302.08397v1 [stat.ML]) ift.tt/xCT6cpg

Adjective to verb that I've joined UCL Centre for Artificial Intelligence as a postdoc! If you are in London and want to chat about generalization, information theory, PAC-Bayes etc, hit me up

Comparing Comparators in Generalization Bounds. arxiv.org/abs/2310.10534

New quantum learning paper out! arxiv.org/abs/2311.05529

Generalization Bounds: Perspectives from Information Theory and PAC-Bayes ift.tt/uK3aiSQ

AI Centre hosted successful UCL Pre-NeurIPS get-together event on 4 December with presentations, posters and discussion. ucl.ac.uk/ai-centre/ NeurIPS Conference