FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data

Wenda Chu, Chulin Xie, Boxin Wang +5

Federated learning (FL) allows agents to jointly train a global model without sharing their local data. However, due to the heterogeneous nature of local data, it is challenging to…