Measuring Model Biases in the Absence of Ground Truth

Osman Aka, Ken Burke, Alex Bäuerle, Christina Greer, Margaret Mitchell. Measuring Model Biases in the Absence of Ground Truth. In Marion Fourcade, Benjamin Kuipers, Seth Lazar, Deirdre K. Mulligan, editors, AIES '21: AAAI/ACM Conference on AI, Ethics, and Society, Virtual Event, USA, May 19-21, 2021. pages 327-335, ACM, 2021. [doi]

Abstract

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