Tighter Regret Analysis and Optimization of Online Federated Learning

Dohyeok Kwon, Jonghwan Park, Songnam Hong

In federated learning (FL), it is commonly assumed that all data are placed at clients in the beginning of machine learning (ML) optimization (i.e., offline learning). However, in…