FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data

Tailin Zhou, Jun Zhang, Danny H. K. Tsang

Federated learning allows multiple clients to collaboratively train a model without exchanging their data, thus preserving data privacy. Unfortunately, it suffers significant perfo…