Towards a Framework for the Global Assessment of Sensitive Attribute Bias Within Binary Classification Algorithms

Adrian Byrne, Ivan Caffrey, Quan Le. Towards a Framework for the Global Assessment of Sensitive Attribute Bias Within Binary Classification Algorithms. In Jose M. Alvarez, Alessandro Fabris, Christoph Heitz, Corinna Hertweck, Michele Loi, Meike Zehlike, editors, Proceedings of the 2nd European Workshop on Algorithmic Fairness, Winterthur, Switzerland, June 7th to 9th, 2023. Volume 3442 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Abstract

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