Empirical Bayes Variable Selection with Lasso Statistics in the AMP Framework

Lina Hidmi, Asaf Weinstein

The Lasso is one of the most ubiquitous methods for variable selection in high-dimensional linear regression and has been studied extensively under different regimes. In a particul…