Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization

Gabriel Mancino-Ball, Shengnan Miao, Yangyang Xu +1

Consider a network of $N$ decentralized computing agents collaboratively solving a nonconvex stochastic composite problem. In this work, we propose a single-loop algorithm, called…