Semi-Stochastic Gradient Descent Methods

Jakub Konečný, Peter Richtárik

In this paper we study the problem of minimizing the average of a large number ($n$) of smooth convex loss functions. We propose a new method, S2GD (Semi-Stochastic Gradient Descen…