Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making

Luke Guerdan, Amanda Coston, Zhiwei Steven Wu, Kenneth Holstein. Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making. In Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023. pages 688-704, ACM, 2023. [doi]

Abstract

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