Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning

Taeuk Jang, Hongchang Gao, Pengyi Shi, Xiaoqian Wang 0001. Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 28-36, PMLR, 2024. [doi]

Abstract

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