FedPSE: Personalized Sparsification with Element-wise Aggregation for Federated Learning

Longfei Zheng, Yingting Liu, Xiaolong Xu 0001, Chaochao Chen, Yuzhou Tang, Lei Wang, Xiaolong Hu. FedPSE: Personalized Sparsification with Element-wise Aggregation for Federated Learning. In Ingo Frommholz, Frank Hopfgartner, Mark Lee 0001, Michael Oakes 0001, Mounia Lalmas, Min Zhang 0006, Rodrygo L. T. Santos, editors, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023. pages 3514-3523, ACM, 2023. [doi]

Abstract

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