A survey on bias and fairness in machine learning. Mehrabi, N., Morstatter, F., Saxena, N., Lerman, K., & Galstyan, A. ACM Computing Surveys (CSUR), 54(6):1–35, ACM New York, NY, USA, 2021.
doi  bibtex   
@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},
  doi={10.1145/3457607},
  publisher={ACM New York, NY, USA}
}

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