FAIRVAR: Fair Federated Learning via Variance Regularization

Zahra Kharaghani, Ali Dadras, Tommy Löfstedt

Federated learning (FL) allows collaborative training of machine learning models across multiple parties without sharing raw data. However, heterogeneous data can cause some client…