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Fair Risk Algorithms
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Fair Risk Algorithms (2022)Fair Risk AlgorithmsThe Oxford Handbook of Ethics of AI (2020)The Oxford Handbook of Ethics…On the apparent conflict between individual and group fairness (2020)On the apparent conflict betw…Fairness in Machine Learning (2020)Fairness in Machine LearningAlgorithmic Fairness: Choices, Assumptions, and Definitions (2020)Algorithmic Fairness: Choices…Multiaccuracy (2019)MultiaccuracyFairness in Criminal Justice Risk Assessments: The State of the Art (2018)Fairness in Criminal Justice …Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Algorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…Certifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…Fairness through awareness (2012)Fairness through awarenessData preprocessing techniques for classification without discrimination (2011)Data preprocessing techniques…Accounting for Tastes (1996)Accounting for TastesSex Bias in Graduate Admissions: Data from Berkeley (1975)Sex Bias in Graduate Admissio…The Seriousness of Crimes: Normative Structure and Individual Differences (1974)The Seriousness of Crimes: No…Experimental and Quasi-Experimental Designs for Research (1963)Experimental and Quasi-Experi…Justice as Fairness (1958)Justice as FairnessUniform Guidelines on Employee Selection Procedures (2007)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)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)Equality of Opportunity in Supervised Learning (2016)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)Big Data's Disparate Impact (2014)Fairness definitions explained (2018)Machine behaviour (2019)A theory of justice original editionHealth Care Disparities (2003)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Towards a standard for identifying and managing bias in artificial intelligence (2022)Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods (2023)Fairness in Machine Learning: A Survey (2023)Social Theory of International Politics (1999)Insurgent Collective Action and Civil War in El Salvador (2003)The Unfolding Story of the Second Demographic Transition (2010)Determining Validity in Qualitative Inquiry (2000)Mixed Methods Research: A Research Paradigm Whose Time Has Come (2004)A meta-analytic test of intergroup contact theory. (2006)Counterfactual Fairness (2017)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Equality of Opportunity (1998)Evolution of the Social Contract (2014)Distributive justice and equity in transportation (2016)Algorithmic content moderation: Technical and political challenges in the automation of platform governance (2020)
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References

  • 1963Experimental and Quasi-Experimental Designs for Research15,090 cited
  • 1958Justice as Fairness5,760 cited
  • 2012Fairness through awareness3,501 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 1996Accounting for Tastes1,379 cited
  • 2011Data preprocessing techniques for classification without discrimination1,304 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2018Fairness in Criminal Justice Risk Assessments: The State of the Art986 cited
  • 2020Algorithmic Fairness: Choices, Assumptions, and Definitions687 cited
  • 1975Sex Bias in Graduate Admissions: Data from Berkeley659 cited
  • 1974The Seriousness of Crimes: Normative Structure and Individual Differences572 cited
  • 2020The Oxford Handbook of Ethics of AI454 cited
  • 2020On the apparent conflict between individual and group fairness312 cited
  • 2020Fairness in Machine Learning299 cited
  • 2019Multiaccuracy

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