Outlier-Robust Variational Inference: Making Deep Learning More Resilient

Table of Contents Introduction A Quick Refresher on Bayesian Inference The Variational Inference Idea KL Divergence and the ELBO Where ELBO Shows Up in Practice Why Standard Variational Inference Fails with Outliers Robust Divergences: β and γ...