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]
@inproceedings{MadrasCPZ19,
title = {Fairness through Causal Awareness: Learning Causal Latent-Variable Models for Biased Data},
author = {David Madras and Elliot Creager and Toniann Pitassi and Richard S. Zemel},
year = {2019},
doi = {10.1145/3287560.3287564},
url = {https://doi.org/10.1145/3287560.3287564},
researchr = {https://researchr.org/publication/MadrasCPZ19},
cites = {0},
citedby = {0},
pages = {349-358},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency, FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
publisher = {ACM},
}