Distributed Normal Map-based Stochastic Proximal Gradient Methods over Networks

Kun Huang, Shi Pu, Angelia Nedić

Consider $n$ agents connected over a network collaborating to minimize the average of their local cost functions combined with a common nonsmooth function. This paper introduces a…