Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization

Xinyu Zhang, Weiyu Sun, Ying Chen

Federated learning (FL) is a privacy-preserving paradigm for collaboratively training a global model from decentralized clients. However, the performance of FL is hindered by non-i…