Personalized Federated Learning with Bidirectional Communication Compression via One-Bit Random Sketching

Jiacheng Cheng, Xu Zhang, Guanghui Qiu +3

Federated Learning (FL) enables collaborative training across decentralized data, but faces key challenges of bidirectional communication overhead and client-side data heterogeneit…