On Representations of Mean-Field Variational Inference

Soumyadip Ghosh, Yingdong Lu, Tomasz Nowicki +1

The mean field variational inference (MFVI) formulation restricts the general Bayesian inference problem to the subspace of product measures. We present a framework to analyze MFVI…