Acceleration of SVRG and Katyusha X by Inexact Preconditioning

Yanli Liu, Fei Feng, Wotao Yin

Abstract: Empirical risk minimization is an important class of optimization problems with many popular machine learning applications, and stochastic variance reduction methods are popular choices for solving...