Decentralized Nonconvex Composite Federated Learning with Gradient Tracking and Momentum

Yuan Zhou, Xinli Shi, Xuelong Li +3

Decentralized Federated Learning (DFL) enables collaborative model training without relying on a central server. When local objectives are nonconvex and coupled with nonsmooth weak…