Can We Theoretically Quantify the Impacts of Local Updates on the Generalization Performance of Federated Learning?

Peizhong Ju, Haibo Yang, Jia Liu +2

Federated Learning (FL) has gained significant popularity due to its effectiveness in training machine learning models across diverse sites without requiring direct data sharing. W…