Distributed Stochastic Consensus Optimization with Momentum for Nonconvex Nonsmooth Problems

Zhiguo Wang, Jiawei Zhang, Tsung-Hui Chang +2

While many distributed optimization algorithms have been proposed for solving smooth or convex problems over the networks, few of them can handle non-convex and non-smooth problems…