Achieving Personalized Federated Learning with Sparse Local Models

Tiansheng Huang, Shiwei Liu, Li Shen +3

Federated learning (FL) is vulnerable to heterogeneously distributed data, since a common global model in FL may not adapt to the heterogeneous data distribution of each user. To c…