On the Convergence of Federated Averaging under Partial Participation for Over-parameterized Neural Networks

Xin Liu, Wei li, Dazhi Zhan +4

Federated learning (FL) is a widely employed distributed paradigm for collaboratively training machine learning models from multiple clients without sharing local data. In practice…