Modeling Global Distribution for Federated Learning with Label Distribution Skew

Tao Sheng, Chengchao Shen, Yuan Liu +3

Federated learning achieves joint training of deep models by connecting decentralized data sources, which can significantly mitigate the risk of privacy leakage. However, in a more…