Kehao Wang

OursFed: Provable Group Fairness-Aware Federated Learning Against Distrust and Fragility

With the increasing application of high-stakes decisionmaking application in Federated Learning (FL), ensuring fairness across different populations to prevent biases against certain groups has become crucial. However, achieving group fairness (GF) in FL presents a formidable challenge due to its de