Convergence Analysis of Continuous-Time Distributed Stochastic Gradient Algorithms

Jianhua Sun, Kaihong Lu, Xin Yu

In this paper, we propose a new framework to study distributed optimization problems with stochastic gradients by employing a multi-agent system with continuous-time dynamics. Here…