Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI

Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A Osborne, Tim GJ Rudner, David Rügamer, Yee Whye Teh, Max Welling, Andrew Gordon Wilson, Ruqi Zhang
January, 2024
Cite URL
Type
Journal article
Publication
arXiv preprint arXiv:2402.00809
Vincent Fortuin
Vincent Fortuin
Principal Investigator in Machine Learning

My research interests include Bayesian deep learning, generative AI, and meta-learning.