The Implicit Fairness Criterion of Unconstrained Learning

Lydia T. Liu, Max Simchowitz, Moritz Hardt. The Implicit Fairness Criterion of Unconstrained Learning. 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 4051-4060, PMLR, 2019. [doi]

@inproceedings{LiuSH19-0,
  title = {The Implicit Fairness Criterion of Unconstrained Learning},
  author = {Lydia T. Liu and Max Simchowitz and Moritz Hardt},
  year = {2019},
  url = {http://proceedings.mlr.press/v97/liu19f.html},
  researchr = {https://researchr.org/publication/LiuSH19-0},
  cites = {0},
  citedby = {0},
  pages = {4051-4060},
  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},
}