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]

Abstract

Abstract is missing.