Department of Computer Science, National University of Singapore, Republic of Singapore; Institute for Infocomm Research, A*STAR, Republic of Singapore; Department of Computer Science, University of Georgia, USA; Sony AI, School of Computer Science, Fudan University, People’s Republic of China; Institute for Infocomm Research, A*STAR, Republic of Singapore; Department of Computer Science, National University of Singapore, Republic of Singapore
Xinyi Xu, Lingjuan Lyu, Xingjun Ma, Chenglin Miao, Chuan Sheng Foo, Bryan Kian Hsiang Low
Federated learning;Shapley value;Fairness;Incentives
Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning