@inproceedings{doesmitigatingmlsimpactdisparityrequire, title = {Does mitigating ML's impact disparity require treatment disparity?}, author = {Zachary C. Lipton and Alexandra Chouldechova and Julian McAuley}, year = {2017}, booktitle = {NeurIPS 2018 12}, eprint = {1711.07076}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1711.07076v3}, }