Stabilizing and Improving Federated Learning with Non-IID Data and Client Dropout

Jian Xu, Meiling Yang, Wenbo Ding +1

The label distribution skew induced data heterogeniety has been shown to be a significant obstacle that limits the model performance in federated learning, which is particularly de…