A Survey on Bias and Fairness in Machine Learning. Mehrabi, N., Morstatter, F., Saxena, N., Lerman, K., & Galstyan, A. ACM Comput. Surv., 54(6):115:1–115:35, 2022.
A Survey on Bias and Fairness in Machine Learning [link]Paper  doi  bibtex   
@article{DBLP:journals/csur/MehrabiMSLG21,
  author       = {Ninareh Mehrabi and
                  Fred Morstatter and
                  Nripsuta Saxena and
                  Kristina Lerman and
                  Aram Galstyan},
  title        = {A Survey on Bias and Fairness in Machine Learning},
  journal      = {{ACM} Comput. Surv.},
  volume       = {54},
  number       = {6},
  pages        = {115:1--115:35},
  year         = {2022},
  url          = {https://doi.org/10.1145/3457607},
  doi          = {10.1145/3457607},
  timestamp    = {Wed, 23 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csur/MehrabiMSLG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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