Practical Deep Learning with Bayesian Principles

Kazuki Osawa, Siddharth Swaroop, Anirudh Jain +4

Bayesian methods promise to fix many shortcomings of deep learning, but they are impractical and rarely match the performance of standard methods, let alone improve them. In this p…