@article{datadecisionsandtheoreticalimplications, title = {Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations}, author = {Alex Beutel and Jilin Chen and Zhe Zhao and Ed H. Chi}, year = {2017}, eprint = {1707.00075}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1707.00075v2}, }