Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework

Shuai Wang, Yanqing Xu, Zhiguo Wang +3

As a novel distributed learning paradigm, federated learning (FL) faces serious challenges in dealing with massive clients with heterogeneous data distribution and computation and…