FairShare: An Incentive-Based Fairness-Aware Data Sharing Framework for Federated Learning

Liyuan Liu, Ying Kong, Gaolei Li, Meng Han. FairShare: An Incentive-Based Fairness-Aware Data Sharing Framework for Federated Learning. In Huayong Yang, Honghai Liu 0001, Jun Zou 0002, Zhouping Yin, Lianqing Liu, Geng Yang, Xiaoping Ouyang 0002, Zhiyong Wang, editors, Intelligent Robotics and Applications - 16th International Conference, ICIRA 2023, Hangzhou, China, July 5-7, 2023, Proceedings, Part II. Volume 14268 of Lecture Notes in Computer Science, pages 115-126, Springer, 2023. [doi]

Abstract

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