Fast Feature Selection with Fairness Constraints

Francesco Quinzan, Rajiv Khanna, Moshik Hershcovitch, Sarel Cohen, Daniel G. Waddington, Tobias Friedrich 0001, Michael W. Mahoney. Fast Feature Selection with Fairness Constraints. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 7800-7823, PMLR, 2023. [doi]

Abstract

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