Mean-field variational inference with the TAP free energy: Geometric and statistical properties in linear models

Michael Celentano, Zhou Fan, Licong Lin +1

We study mean-field variational inference in a Bayesian linear model when the sample size n is comparable to the dimension p. In high dimensions, the common approach of minimizing…