FairFed: Improving Fairness and Efficiency of Contribution Evaluation in Federated Learning via Cooperative Shapley Value

Yiqi Liu, Shan Chang, Ye Liu, Bo Li, Cong Wang. FairFed: Improving Fairness and Efficiency of Contribution Evaluation in Federated Learning via Cooperative Shapley Value. In IEEE INFOCOM 2024 - IEEE Conference on Computer Communications, Vancouver, BC, Canada, May 20-23, 2024. pages 621-630, IEEE, 2024. [doi]

Abstract

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