Peking University; Peking University, National Engineering Labratory for Big Data Analytics and Applications, and AI for Science Institute, Beijing, China; University of Pennsylvania
Ziheng Cheng, Xinmeng Huang, Pengfei Wu, Kun Yuan
federated learning;momentum;data heterogeneity;non-convex optimization
Momentum Benefits Non-iid Federated Learning Simply and Provably