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From the Fair Distribution of Predictions to the Fair Distribution of Social Goods: Evaluating the Impact of Fair Machine Learning on Long-Term Unemployment
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From the Fair Distribution of Predictions to the Fair Distribution of Social Goods: Evaluating the Impact of Fair Machine Learning on Long-Term Unemployment (2024)From the Fair Distribution of Predictions…Fairness, Equality, and Power in Algorithmic Decision-Making (2021)Fairness, Equality, and Power…Fairness is not static (2020)Fairness is not staticAlgorithmic Profiling of Job Seekers in Austria: How Austerity Politics Are Made Effective (2020)Algorithmic Profiling of Job …Algorithmic Fairness: Choices, Assumptions, and Definitions (2020)Algorithmic Fairness: Choices…Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (2019)Proceedings of the Twenty-Eig…Fairness and Abstraction in Sociotechnical Systems (2019)Fairness and Abstraction in S…50 Years of Test (Un)fairness (2019)50 Years of Test (Un)fairnessThe Measure and Mismeasure of Fairness (2018)The Measure and Mismeasure of…THE EFFECTIVENESS OF ACTIVE LABOR MARKET POLICIES: A META‐ANALYSIS (2018)THE EFFECTIVENESS OF ACTIVE L…Runaway Feedback Loops in Predictive Policing (2017)Runaway Feedback Loops in Pre…Fair 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…A Systematic Review of the Gender Pay Gap and Factors That Predict It (2016)A Systematic Review of the Ge…Fairness through awareness (2012)Fairness through awarenessThe Political Economy of Active Labor-Market Policy (2010)The Political Economy of Acti…Earnings and Employment Effects of Continuous Gff-the-Job Training in East Germany After Unification (1999)Earnings and Employment Effec…How Institutions Evolve (2004)Social Democracy Inside Out (2007)Partisan Politics, the Welfare State, and Three Worlds of Human Capital Formation (2008)The Paradox of Liberalization — Understanding Dualism and the Recovery of the G erman Political Economy (2012)The decline of the working-class vote, the reconfiguration of the welfare support coalition and consequences for the welfare state (2015)Public demand for social investment: new supporting coalitions for welfare state reform in Western Europe? (2018)Estimating the Effect of Training Programs on Earnings (1978)Limited-Dependent and Qualitative Variables in Econometrics (1983)Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs (1985)The Economics and Econometrics of Active Labor Market Programs (1999)Trade, Standards, and Poverty: Evidence from Senegal (2006)Customer Channel Migration (2008)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)Semantics derived automatically from language corpora contain human-like biases (2017)A Survey on Bias and Fairness in Machine Learning (2021)Equality of Opportunity in Supervised Learning (2016)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Model Cards for Model Reporting (2019)The Economics of Discrimination. (1972)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)On the Opportunities and Risks of Foundation Models (2021)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Some Elements of a Sociology of Translation: Domestication of the Scallops and the Fishermen of St Brieuc Bay (1984)Science in Action (1987)Science in Action: How to Follow Scientists and Engineers through Society (1988)The Ethics of AI Ethics: An Evaluation of Guidelines (2020)A theory of justice original edition (1971)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics (1998)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989] (2018)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)Algorithmic Bias in Education (2021)A Method for Evaluating the Distribution of Power in a Committee System (1954)Optimal Decision Rules in Uncertain Dichotomous Choice Situations (1982)Multiple birds with one stone: Beating 1/2 for EFX and GMMS via envy cycle elimination (2020)Zooming into mobility to understand cities: A review of mobility-driven urban studies (2022)Ethics-based AI auditing: A systematic literature review on conceptualizations of ethical principles and knowledge contributions to stakeholders (2024)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2017)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)
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References

  • 2012Fairness through awareness3,545 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,270 cited
  • 2019Fairness and Abstraction in Sociotechnical Systems1,850 cited
  • 2016Inherent Trade-Offs in the Fair Determination of Risk Scores1,433 cited
  • 2018The Measure and Mismeasure of Fairness778 cited
  • 2020Algorithmic Fairness: Choices, Assumptions, and Definitions738 cited
  • 2019Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence538 cited
  • 2010The Political Economy of Active Labor-Market Policy473 cited
  • 1999Earnings and Employment Effects of Continuous Gff-the-Job Training in East Germany After Unification368 cited
  • 201950 Years of Test (Un)fairness366 cited
  • 2016A Systematic Review of the Gender Pay Gap and Factors That Predict It205 cited
  • 2020Algorithmic Profiling of Job Seekers in Austria: How Austerity Politics Are Made Effective199 cited
  • 2018THE EFFECTIVENESS OF ACTIVE LABOR MARKET POLICIES: A META‐ANALYSIS173 cited
  • 2017Runaway Feedback Loops in Predictive Policing160 cited
  • 2020Fairness is not static156 cited

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  • 2021Fairness, Equality, and Power in Algorithmic Decision-Making149 cited
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