Implicit Weight Uncertainty in Neural Networks

Nick Pawlowski, Andrew Brock, Matthew C. H. Lee +2

Modern neural networks tend to be overconfident on unseen, noisy or incorrectly labelled data and do not produce meaningful uncertainty measures. Bayesian deep learning aims to add…