@article{penalizingunfairnessinbinary,
  title = {Penalizing Unfairness in Binary Classification},
  author = {Yahav Bechavod and Katrina Ligett},
  year = {2017},
  eprint = {1707.00044},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1707.00044v3},
}