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References

2012Fairness through awareness3,545 cited
2016Equality of Opportunity in Supervised Learning2,733 cited
2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,270 cited
2016Inherent Trade-Offs in the Fair Determination of Risk Scores1,433 cited
2017Algorithmic Decision Making and the Cost of Fairness1,170 cited
2013Learning Fair Representations1,155 cited
2018Fairness in Criminal Justice Risk Assessments: The State of the Art1,031 cited
2000Stanford encyclopedia of philosophy976 cited
2017Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness446 cited
2011Fairness-aware Learning through Regularization Approach375 cited

Cited by

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2025A fair price to pay: Exploiting causal graphs for fairness in insurance13 cited
2022Application of fairness to healthcare, organizational justice, and finance: A survey

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12 cited

2023A multidomain relational framework to guide institutional AI research and adoption11 cited

2023Discrimination-Aware Process Mining: A Discussion9 cited