@misc{agarwal2018,
    title={A Reductions Approach to Fair Classification}, 
    author={Alekh Agarwal and Alina Beygelzimer and Miroslav Dudík and John Langford and Hanna Wallach},
    year={2018},
    url={https://arxiv.org/abs/1803.02453}
}

@article{thomas2019,
    author = {Philip S. Thomas  and Bruno Castro da Silva  and Andrew G. Barto  and Stephen Giguere  and Yuriy Brun  and Emma Brunskill },
    title = {Preventing undesirable behavior of intelligent machines},
    journal = {Science},
    volume = {366},
    number = {6468},
    pages = {999-1004},
    year = {2019},
    doi = {10.1126/science.aag3311},
    url = {https://www.science.org/doi/abs/10.1126/science.aag3311}
}

@article{giguere2022,
    title={Fairness Guarantees under Demographic Shift},
    author={Stephen Giguere and Blossom Metevier and Yuriy Brun and Philip S. Thomas and Scott Niekum and Bruno Castro da Silva},
    journal={International Conference on Learning Representations},
    year={2022},
    url={https://openreview.net/forum?id=wbPObLm6ueA}
}

@article{mehrabi2021survey,
  title={A survey on bias and fairness in machine learning},
  author={Mehrabi, Ninareh and Morstatter, Fred and Saxena, Nripsuta and Lerman, Kristina and Galstyan, Aram},
  journal={ACM Computing Surveys (CSUR)},
  volume={54},
  number={6},
  pages={1-35},
  year={2021},
  publisher={ACM New York, NY, USA}
}

@misc{kohavi1996uci,
    author = {Dua, Dheeru and Graff, Casey},
    year = {2017},
    title = {UCI Machine Learning Repository},
    url = {http://archive.ics.uci.edu/ml},
    institution = {University of California, Irvine, School of Information and Computer Sciences}
}

@misc{da2019ufrgs,
  title={UFRGS Entrance Exam and GPA Data},
  author={da Silva, Bruno Castro},
  year={2019}
}

@misc{sgiguere2022github,
  author = {Stephen Giguere},
  title = {Fairness guarentees under demographic shift},
  year = {2022},
  publisher = {GitHub},
  journal = {GitHub repository},
  url = {https://github.com/sgiguere/Fairness-Guarantees-under-Demographic-Shift}
}