Dimension-Free Decentralized Nonsmooth Nonconvex Stochastic Optimization

Yuanyu Wan, Lan Xue, Haomin Bai +2

We investigate decentralized nonsmooth nonconvex stochastic optimization over a network of $n$ nodes, with the goal of finding an $(\delta ,\epsilon )$-Goldstein stationary point. The best exist…