New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning

Siddharth Divi, Yi-Shan Lin, Habiba Farrukh +1

In Federated Learning (FL), the clients learn a single global model (FedAvg) through a central aggregator. In this setting, the non-IID distribution of the data across clients rest…