A Communication-Efficient Stochastic Gradient Descent Algorithm for Distributed Nonconvex Optimization

Antai Xie, Xinlei Yi, Xiaofan Wang +2

This paper studies distributed nonconvex optimization problems with stochastic gradients for a multi-agent system, in which each agent aims to minimize the sum of all agents' cost…