Flashback: Understanding and Mitigating Forgetting in Federated Learning

Mohammed Aljahdali, Ahmed M. Abdelmoniem, Marco Canini +1

In Federated Learning (FL), forgetting, or the loss of knowledge across rounds, hampers algorithm convergence, particularly in the presence of severe data heterogeneity among clien…