Fairness through Causal Awareness: Learning Causal Latent-Variable Models for Biased Data

David Madras, Elliot Creager, Toniann Pitassi, Richard S. Zemel. Fairness through Causal Awareness: Learning Causal Latent-Variable Models for Biased Data. In Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* 2019, Atlanta, GA, USA, January 29-31, 2019. pages 349-358, ACM, 2019. [doi]

Authors

David Madras

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Elliot Creager

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Toniann Pitassi

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Richard S. Zemel

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