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Michael P . Kim, Amirata Ghorbani, and James Zou, "Multiaccuracy : Black - Box . 10 Post - Processing for Fairness in Classification," in AIES 91' : Proceedings of the AAAI / ACM Conference on AI, Ethics, and Society ( New York : Association 2019 for Computing Machinery, 2019 ) , 247, https : / / doi . org / 10 . 1145 / 3306618 . 3314287 . Cynthia Dwork, Moritz Hardt, Toniann Pitassi, Omer Reingold, and Richard S . . 11 Zemel, "Fairness Through Awareness," in Proceedings of the 3 rd Innovations in Theoretical Computer Science ( New York : Association for Computing Machinery, Sam Corbett - Davies and Sharad Goel, "The Measure and ; 226 ‑ 214 , ) 2012 Mismeasure of Fairness : A Critical Review of Fair Machine Learning," preprint, last revised August 14, 2018, https : / / arxiv . org / abs / 1808 . 00023 ; Talia B . Gillis, "The Input Fallacy," Minnesota Law Review 106, no . 1175 ( 2022 ) . Julia Dressel and Hany Farid, "The Accuracy, Fairness, and Limits of Predicting . 12 Recidivism," S...  To the book