A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity

Hoda Heidari, Michele Loi, Krishna P. Gummadi, Andreas Krause. A Moral Framework for Understanding Fair ML through Economic Models of Equality of Opportunity. In Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* 2019, Atlanta, GA, USA, January 29-31, 2019. pages 181-190, ACM, 2019. [doi]

Abstract

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