Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning

Debora Caldarola, Barbara Caputo, Marco Ciccone

Federated Learning (FL) aims to learn a global model from distributed users while protecting their privacy. However, when data are distributed heterogeneously the learning process…