Federated Ensemble Learning with Progressive Model Personalization

Ala Emrani, Amir Najafi, Abolfazl Motahari

Federated Learning provides a privacy-preserving paradigm for distributed learning, but suffers from statistical heterogeneity across clients. Personalized Federated Learning (PFL)…