Spike and slab variational Bayes for high dimensional logistic regression

Kolyan Ray, Botond Szabo, Gabriel Clara

Variational Bayes (VB) is a popular scalable alternative to Markov chain Monte Carlo for Bayesian inference. We study a mean-field spike and slab VB approximation of widely used Ba…