Gradient-based optimization for variational empirical Bayes multiple regression

Saikat Banerjee, Peter Carbonetto, Matthew Stephens

Variational empirical Bayes (VEB) methods provide a practically attractive approach to fitting large, sparse, multiple regression models. These methods usually use coordinate ascen…