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Fairness via Representation Neutralization

Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Hassan Awadallah, Xia Hu. Fairness via Representation Neutralization. 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 12091-12103, 2021. [doi]

Authors

Mengnan Du

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Subhabrata Mukherjee

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Guanchu Wang

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Ruixiang Tang

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Ahmed Hassan Awadallah

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Xia Hu

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