Bounding the fairness and accuracy of classifiers from population statistics - researchr publication

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Sivan Sabato, Elad Yom-Tov. Bounding the fairness and accuracy of classifiers from population statistics. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 8316-8325, PMLR, 2020. [doi]

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