Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity

Yuhang Chen, Wenke Huang, Mang Ye

Federated learning (FL) has emerged as a new paradigm for privacy-preserving collaborative training. Under domain skew, the current FL approaches are biased and face two fairness p…