Communication-Efficient Federated AUC Maximization with Cyclic Client Participation

Umesh Vangapally, Wenhan Wu, Chen Chen +1

Federated AUC maximization is a powerful approach for learning from imbalanced data in federated learning (FL). However, existing methods typically assume full client availability,…