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FACT: A Diagnostic for Group Fairness Trade-offs
16 references·2 citing·19 second hop
FACT: A Diagnostic for Group Fairness Trade-offs (2020)FACT: A Diagnostic for Group Fairness Tra…The cost of fairness in binary classification (2018)The cost of fairness in binar…Learning Adversarially Fair and Transferable Representations (2018)Learning Adversarially Fair a…Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Fairness in Criminal Justice …Fairness definitions explained (2018)Fairness definitions explainedAI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias (2018)AI Fairness 360: An Extensibl…On Fairness and Calibration (2017)On Fairness and CalibrationFair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Inherent Trade-Offs in the Fair Determination of Risk Scores (2016)Inherent Trade-Offs in the Fa…Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment (2016)Fairness Beyond Disparate Tre…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…Certifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…Learning Fair Representations (2013)Learning Fair RepresentationsFairness through awareness (2012)Fairness through awarenessThree naive Bayes approaches for discrimination-free classification (2010)Three naive Bayes approaches …Discrimination Aware Decision Tree Learning (2010)Discrimination Aware Decision…Adverse Impact and Test Validation: A Practitioner's Guide to Valid and Defensible Employment Testing (2005)Adverse Impact and Test Valid…Causality-Aided Trade-Off Analysis for Machine Learning Fairness (2023)Causality-Aided Trade-Off Ana…Accurate Fairness: Improving Individual Fairness without Trading Accuracy (2023)Accurate Fairness: Improving …Fairness-Aware Classifier with Prejudice Remover Regularizer (2012)European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” (2017)Semantics derived automatically from language corpora contain human-like biases (2017)A Survey on Bias and Fairness in Machine Learning (2021)Discrimination-aware data mining (2008)Classifying without discriminating (2009)Measuring Discrimination in Socially-Sensitive Decision Records (2009)The ethics of algorithms: Mapping the debate (2016)Justice as Fairness: A Restatement (2002)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)Big Data's Disparate Impact (2014)Model Cards for Model Reporting (2019)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Algorithmic Bias in Education (2021)On the Opportunities and Risks of Foundation Models (2021)
this work references cited by second hop

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
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2016Inherent Trade-Offs in the Fair Determination of Risk Scores1,433 cited
  • 2013Learning Fair Representations1,155 cited
  • 2018Fairness definitions explained1,133 cited
  • 2018Fairness in Criminal Justice Risk Assessments: The State of the Art1,031 cited
  • 2010Three naive Bayes approaches for discrimination-free classification756 cited
  • 2017On Fairness and Calibration573 cited
  • 2016Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment559 cited
  • 2018AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias437 cited
  • 2018Learning Adversarially Fair and Transferable Representations431 cited
  • 2010Discrimination Aware Decision Tree Learning303 cited
  • 2018The cost of fairness in binary classification190 cited

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2005
Adverse Impact and Test Validation: A Practitioner's Guide to Valid and Defensible Employment Testing
98 cited

Cited by

  • 2023Accurate Fairness: Improving Individual Fairness without Trading Accuracy22 cited
  • 2023Causality-Aided Trade-Off Analysis for Machine Learning Fairness13 cited