2021
One for One, or All for All: Equilibria and Optimality of Collaboration in Federated Learning
ICML 2021spotlight
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 how collaboration protocols should take agents’ incentives into account when allocating individual resources for communal…