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...
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