Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning

Xinyi Xu, Lingjuan Lyu, Xingjun Ma, Chenglin Miao, Chuan-Sheng Foo, Bryan Kian Hsiang Low. Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 16104-16117, 2021. [doi]

Abstract

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