Richard J. La

Federated Learning with Server Learning: Enhancing Performance for Non-IID Data

2022 · arXiv (Cornell University)

Federated Learning (FL) has emerged as a means of distributed learning using local data stored at clients with a coordinating server. Recent studies showed that FL can suffer from poor performance and slower convergence when …