DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training

Rong Dai, Li Shen 0008, Fengxiang He, Xinmei Tian 0001, Dacheng Tao. DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 4587-4604, PMLR, 2022. [doi]

Abstract

Abstract is missing.