One for One, or All for All: Equilibria and Optimality of Collaboration in Federated Learning

Avrim Blum, Nika Haghtalab, Richard Lanas Phillips +1

In recent years, federated learning has been embraced as an approach for bringing about collaboration across large populations of learning agents. However, little is known about ho…