Communication-Efficient Personalized Federated Learning via Layer-Wise Multi-Threshold Random Sketching

Xu Zhang, Xingyu Hou, Jiacheng Cheng +2

Personalized federated learning (PFL) is a promising paradigm for collaborative learning over distributed devices, where edge nodes collaboratively train personalized models withou…