FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation

Ziqing Fan, Yanfeng Wang, Jiangchao Yao +3

The statistical heterogeneity of the non-independent and identically distributed (non-IID) data in local clients significantly limits the performance of federated learning. Previou…