Hao Wang, Berk Ustun, Flávio P. Calmon. Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 6618-6627, PMLR, 2019. [doi]
@inproceedings{WangUC19,
title = {Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions},
author = {Hao Wang and Berk Ustun and Flávio P. Calmon},
year = {2019},
url = {http://proceedings.mlr.press/v97/wang19l.html},
researchr = {https://researchr.org/publication/WangUC19},
cites = {0},
citedby = {0},
pages = {6618-6627},
booktitle = {Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA},
editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov},
volume = {97},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}