Wide Mean-Field Variational Bayesian Neural Networks Ignore the Data

Beau Coker, Weiwei Pan, Finale Doshi-Velez

Variational inference enables approximate posterior inference of the highly over-parameterized neural networks that are popular in modern machine learning. Unfortunately, such post…