Pathologies in Priors and Inference for Bayesian Transformers

Tristan Cinquin, Alexander Immer, Max Horn, Vincent Fortuin
January 2022
Cite URL
Type
Conference paper
Publication
Fourth Symposium on Advances in Approximate Bayesian Inference
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.