Momentum Benefits Non-IID Federated Learning Simply and Provably

Ziheng Cheng, Xinmeng Huang, Pengfei Wu +1

Federated learning is a powerful paradigm for large-scale machine learning, but it faces significant challenges due to unreliable network connections, slow communication, and subst…