Sample Optimality and All-for-all Strategies in Personalized Federated and Collaborative Learning

Mathieu Even, Laurent Massoulié, Kevin Scaman

In personalized Federated Learning, each member of a potentially large set of agents aims to train a model minimizing its loss function averaged over its local data distribution. W…