Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach

Mahrokh Ghoddousi Boroujeni, Andreas Krause, Giancarlo Ferrari Trecate

Federated Learning (FL) aims to infer a shared model from private and decentralized data stored by multiple clients. Personalized FL (PFL) enhances the model's fit for each client…