Accelerated Decentralized Stochastic Gradient Descent for Strongly Convex Optimization

Ming Sun, Kun Yuan

Decentralized stochastic optimization is a fundamental paradigm for large-scale learning over networks, where agents communicate only with their neighbors and no central coordinato…