Probably Approximately Correct Federated Learning

Xiaojin Zhang, Anbu Huang, Lixin Fan +2

Federated learning (FL) is a new distributed learning paradigm, with privacy, utility, and efficiency as its primary pillars. Existing research indicates that it is unlikely to sim…