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Fair Top-k Ranking with multiple protected groups
16 references·4 citing·33 second hop
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References

  • 2012Fairness through awareness3,501 cited
  • 2017Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy3,071 cited
  • 2014Big Data's Disparate Impact3,046 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 2016Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy2,335 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 1996Bias in computer systems1,203 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2013Learning Fair Representations1,126 cited
  • 2017Human Decisions and Machine Predictions1,039 cited
  • 2010Three naive Bayes approaches for discrimination-free classification756 cited
  • 2013Discrimination in online ad delivery751 cited
  • 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
  • 2008Discrimination-aware data mining676 cited
  • 2018Fairness of Exposure in Rankings607 cited
  • 2016Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment

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559 cited

Cited by

  • 2022Fair ranking: a critical review, challenges, and future directions56 cited
  • 2023A Systematic Review of Fairness, Accountability, Transparency, and Ethics in Information Retrieval35 cited
  • 2022De-biasing “bias” measurement30 cited
  • 2023Pairwise Fairness in Ranking as a Dissatisfaction Measure26 cited