FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning

Publication
Advances in Neural Information Processing Systems
Tristan Cinquin
Tristan Cinquin
PhD student at the University of Tübingen (joint w/ Robert Bamler)

I am interested in designing practical Bayesian deep learning methods for uncertainty quantification in large models.

Vincent Fortuin
Vincent Fortuin
Head of the ELPIS lab

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