Federated Learning with Fair Worker Selection: A Multi-Round Submodular Maximization Approach

Fengjiao Li, Jia Liu, Bo Ji

In this paper, we study the problem of fair worker selection in Federated Learning systems, where fairness serves as an incentive mechanism that encourages more workers to particip…