Cumulative Utility Parity for Fair Federated Learning under Intermittent Client Participation

Stefan Behfar, Richard Mortier

In real-world federated learning (FL) systems, client participation is intermittent, heterogeneous, and often correlated with data characteristics or resource constraints. Existing…