@inproceedings{predictresponsiblyimprovingfairnessand,
  title = {Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer},
  author = {David Madras and Toniann Pitassi and Richard Zemel},
  year = {2017},
  booktitle = {NeurIPS 2018 12},
  eprint = {1711.06664},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1711.06664v3},
}