Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective

Masoud Kavian, Romain Chor, Milad Sefidgaran +1

In this paper, we investigate the effect of data heterogeneity across clients on the performance of distributed learning systems, i.e., one-round Federated Learning, as measured by…