@inproceedings{dwork2012,
  title={Fairness through awareness},
  author={Dwork, Cynthia and Hardt, Moritz and Pitassi, Toniann and Reingold, Omer and Zemel, Richard},
  booktitle={Proceedings of the 3rd Innovations in Theoretical Computer Science Conference},
  pages={214--226},
  year={2012}
}

@book{fairmlbook,
  title = {Fairness and Machine Learning},
  author = {Solon Barocas and Moritz Hardt and Arvind Narayanan},
  publisher = {fairmlbook.org},
  note = {\url{http://www.fairmlbook.org}},
  year = {2019}
}

@article{hardt2016equality,
  title={Equality of opportunity in supervised learning},
  author={Hardt, Moritz and Price, Eric and Srebro, Nati},
  journal={Advances in neural information processing systems},
  volume={29},
  pages={3315--3323},
  year={2016}
}

@article{kilbertus2017avoiding,
  title={Avoiding discrimination through causal reasoning},
  author={Kilbertus, Niki and Rojas Carulla, Mateo and Parascandolo, Giambattista and Hardt, Moritz and Janzing, Dominik and Sch{\"o}lkopf, Bernhard},
  journal={Advances in Neural Information Processing Systems},
  volume={30},
  year={2017}
}

@inproceedings{binns2020apparent,
  title={On the apparent conflict between individual and group fairness},
  author={Binns, Reuben},
  booktitle={Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency},
  pages={514--524},
  year={2020},
  series = {FAT* '20}
}