FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis

Nannan Wu, Zengqiang Yan, Nong Sang +2

Training a model that effectively handles both common and rare data-i.e., achieving performance fairness-is crucial in federated learning (FL). While existing fair FL methods have…