Semi-stochastic coordinate descent

Jakub Konecný, Zheng Qu, Peter Richtárik

Abstract: We propose a novel stochastic gradient method—semi-stochastic coordinate descent—for the problem of minimizing a strongly convex function represented as the average of a large number of smooth conv...