Qiyong Zhong

LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning

Federated learning (FL) has garnered considerable interest for its capability to learn from decentralized data sources. Given the increasing application of FL in decision-making scenarios, addressing fairness issues across different sensitive groups (e.g., female, male) in FL is crucial. Current res…