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On fair selection in the presence of implicit and differential variance
16 references·1 citing·34 second hop
On fair selection in the presence of implicit and differential variance (2021)On fair selection in the presence of impl…Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency (2021)Proceedings of the 2021 ACM C…Power-law distributions in empirical data (2018)Power-law distributions in em…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…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…Fairness Constraints: Mechanisms for Fair Classification (2015)Fairness Constraints: Mechani…Learning Fair Representations (2013)Learning Fair RepresentationsPower-Law Distributions in Empirical Data (2009)Power-Law Distributions in Em…Discrimination-aware data mining (2008)Discrimination-aware data min…Implicit Bias: Scientific Foundations (2006)Implicit Bias: Scientific Fou…Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination (2004)Are Emily and Greg More Emplo…Are Emily and Greg More Employable than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination (2003)Are Emily and Greg More Emplo…Will Affirmative Action Policies Eliminate Negative Stereotypes (1992)Will Affirmative Action Polic…The Statistical Theory of Racism and Sexism. (1972)The Statistical Theory of Rac…Assessing Affirmative ActionAssessing Affirmative ActionToward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools (2023)Toward Operationalizing Pipel…The Economics of Caste and of the Rat Race and Other Woeful Tales (1976)Statistical Theories of Discrimination in Labor Markets (1977)What Has Economics to Say About Racial Discrimination? (1998)Racial Discrimination in the Labor Market: Theory and Empirics (2012)How popular is your paper? An empirical study of the citation distribution (1998)Power laws, Pareto distributions and Zipf's law (2005)Friendship and mobility (2011)Evolutionary dynamics of group interactions on structured populations: a review (2013)Weaponized Interdependence: How Global Economic Networks Shape State Coercion (2019)Fairness through awareness (2012)Counterfactual Fairness (2017)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Big Data's Disparate Impact (2014)A Survey on Bias and Fairness in Machine Learning (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Error and the Growth of Experimental Knowledge (1996)Power Laws in Economics and Finance (2009)8 Social Hierarchy: The Self‐Reinforcing Nature of Power and Status (2008)Instructional manipulation checks: Detecting satisficing to increase statistical power (2009)Culture Of Honor: The Psychology Of Violence In The South (2019)Performance on Indirect Measures of Race Evaluation Predicts Amygdala Activation (2000)On the malleability of automatic attitudes: Combating automatic prejudice with images of admired and disliked individuals. (2001)Relations among the Implicit Association Test, Discriminatory Behavior, and Explicit Measures of Racial Attitudes (2001)Implicit social cognition: from measures to mechanisms (2011)The Growth of Incarceration in the United States (2014)Prejudice Reduction: Progress and Challenges (2020)The Effects of Social Networks on Employment and Inequality (2004)Getting a Job: Is There a Motherhood Penalty? (2007)The Sociology of Discrimination: Racial Discrimination in Employment, Housing, Credit, and Consumer Markets (2008)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)Fairness definitions explained (2018)Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Machine behaviour (2019)
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References

  • 2009Power-Law Distributions in Empirical Data8,008 cited
  • 2018Power-law distributions in empirical data6,499 cited
  • 2004Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination4,498 cited
  • 1972The Statistical Theory of Racism and Sexism.3,463 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2013Learning Fair Representations1,126 cited
  • 2006Implicit Bias: Scientific Foundations903 cited
  • 1992Will Affirmative Action Policies Eliminate Negative Stereotypes838 cited
  • 2008Discrimination-aware data mining676 cited
  • 2015Fairness Constraints: Mechanisms for Fair Classification644 cited
  • 2003Are Emily and Greg More Employable than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination612 cited
  • 2016Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment559 cited
  • 2021Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

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541 cited
  • n.d.Assessing Affirmative Action455 cited
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    • 2023Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools19 cited