Proximal Average Approximated Incremental Gradient Method for Composite Penalty Regularized Empirical Risk Minimization

Yiu-ming Cheung, Jian Lou

Abstract: Proximal average (PA) is an approximation technique proposed recently to handle nonsmooth composite regularizer in empirical risk minimization problem. For nonsmooth composite regularizer, it is of...