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Mitigating Cognitive Biases in Machine Learning Algorithms for Decision Making
16 references·4 citing·40 second hop
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References

  • 1977The Measurement of Observer Agreement for Categorical Data81,603 cited
  • 1975Judgment under Uncertainty: Heuristics and Biases22,647 cited
  • 1982Judgment under Uncertainty8,238 cited
  • 1982Judgment under uncertainty: Causality and attribution4,616 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2018Mitigating Unwanted Biases with Adversarial Learning1,428 cited
  • 2011Data preprocessing techniques for classification without discrimination1,344 cited
  • 1996Bias in computer systems1,223 cited
  • 1996A new look at anchoring effects: Basic anchoring and its antecedents.798 cited
  • 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
  • 2008Discrimination-aware data mining688 cited
  • 2008Friend or foe: The effect of implicit trustworthiness judgments in social decision-making403 cited
  • 2016Algorithmic Bias334 cited
  • 1976The influence of age stereotypes on managerial decisions.306 cited
  • 2012Decision Theory for Discrimination-Aware Classification300 cited
  • 2007Age Discrimination, Social Closure and Employment

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292 cited

Cited by

  • 2023Mitigating Age Biases in Resume Screening AI Models11 cited
  • 2024Fair Machine Guidance to Enhance Fair Decision Making in Biased People11 cited
  • 2024Combining Human-in-the-Loop Systems and AI Fairness Toolkits to Reduce Age Bias in AI Job Hiring Algorithms10 cited
  • 2025A Survey on Bias in Machine Learning Research10 cited