A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning

Konstantin Mishchenko, Franck Iutzeler, Jérôme Malick, Massih-Reza Amini

Abstract: Distributed learning aims at computing high-quality models by training over scattered data. This covers a diversity of scenarios, including computer clusters or mobile agents. One of the main chall...