Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities

Karan Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett. Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities. In Francesca Rossi, Sanmay Das, Jenny Davis, Kay Firth-Butterfield, Alex John, editors, Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2023, Montréal, QC, Canada, August 8-10, 2023. pages 764-774, ACM, 2023. [doi]

Abstract

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