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The Algorithmic Leviathan: Arbitrariness, Fairness, and Opportunity in Algorithmic Decision-Making Systems
16 references·9 citing·28 second hop
The Algorithmic Leviathan: Arbitrariness, Fairness, and Opportunity in Algorithmic Decision-Making Systems (2022)The Algorithmic Leviathan: Arbitrariness,…A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…Mitigating bias in algorithmic hiring (2020)Mitigating bias in algorithmi…Actionable Auditing (2019)Actionable AuditingAutomating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor (2018)Automating Inequality: How Hi…Algorithms of Oppression (2018)Algorithms of OppressionFair 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…Inherent Trade-Offs in the Fair Determination of Risk Scores (2016)Inherent Trade-Offs in the Fa…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…The Scored Society: Due Process for Automated Predictions (2014)The Scored Society: Due Proce…Classification situations: Life-chances in the neoliberal era (2013)Classification situations: Li…Creating Capabilities (2011)Creating CapabilitiesWhat Is the Point of Equality? (1999)What Is the Point of Equality?The Tanner Lectures on Human Values (1990)The Tanner Lectures on Human …The Morality of Freedom (1988)The Morality of FreedomA theory of justice original editionA theory of justice original …Ethical AI in Information Technology: Navigating Bias, Privacy, Transparency, and Accountability (2024)Ethical AI in Information Tec…Benchmark suites instead of leaderboards for evaluating AI fairness (2024)Benchmark suites instead of l…Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification (2024)Arbitrariness and Social Pred…Algorithmic Pluralism: A Structural Approach To Equal Opportunity (2024)Algorithmic Pluralism: A Stru…Algorithmic Arbitrariness in Content Moderation (2024)Algorithmic Arbitrariness in …What we owe to decision-subjects: beyond transparency and explanation in automated decision-making (2023)What we owe to decision-subje…Algorithmic Fairness in AI (2023)Algorithmic Fairness in AIAgainst Predictive Optimization: On the Legitimacy of Decision-making Algorithms That Optimize Predictive Accuracy (2023)Against Predictive Optimizati…What kind of trust does AI deserve, if any? (2022)What kind of trust does AI de…Fairness through awareness (2012)Big Data's Disparate Impact (2014)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Dilemmas in a general theory of planning (1973)Algorithms at Work: The New Contested Terrain of Control (2019)What Do Platforms Do? Understanding the Gig Economy (2020)Semantics derived automatically from language corpora contain human-like biases (2017)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Algorithmic Bias in Education (2021)Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Toward Consolidated Democracies (1996)Distributive Justice, State Coercion, and Autonomy (2001)On the people's terms: a republican theory and model of democracy (2013)Human Rights and Capabilities (2005)The Capability Approach: a theoretical survey (2005)Counting and Multidimensional Poverty Measurement (2017)Equality of Opportunity (1998)The Moral Significance of Class (2005)Wellbeing, Freedom and Social Justice (2017)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)When data is capital: Datafication, accumulation, and extraction (2019)11. Reasons and Persons (1986)Organizational Justice: Yesterday, Today, and Tomorrow (1990)Misery Loves Companies: Rethinking Social Initiatives by Business (2003)Theorising environmental justice: the expanding sphere of a discourse (2013)Distributive justice and equity in transportation (2016)
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References

  • n.d.A theory of justice original edition24,876 cited
  • 2021A Survey on Bias and Fairness in Machine Learning5,798 cited
  • 2011Creating Capabilities5,653 cited
  • 2018Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor3,279 cited
  • 1999What Is the Point of Equality?3,101 cited
  • 1988The Morality of Freedom2,895 cited
  • 2018Algorithms of Oppression2,709 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 1990The Tanner Lectures on Human Values2,339 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
  • 2016Inherent Trade-Offs in the Fair Determination of Risk Scores942 cited
  • 2020Mitigating bias in algorithmic hiring830 cited
  • 2019Actionable Auditing650 cited
  • 2013Classification situations: Life-chances in the neoliberal era543 cited
  • 2014The Scored Society: Due Process for Automated Predictions523 cited

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Cited by

  • 2022What kind of trust does AI deserve, if any?60 cited
  • 2023Against Predictive Optimization: On the Legitimacy of Decision-making Algorithms That Optimize Predictive Accuracy58 cited
  • 2023Algorithmic Fairness in AI56 cited
  • 2023What we owe to decision-subjects: beyond transparency and explanation in automated decision-making34 cited
  • 2024Ethical AI in Information Technology: Navigating Bias, Privacy, Transparency, and Accountability34 cited
  • 2024Algorithmic Arbitrariness in Content Moderation23 cited
  • 2024Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification22 cited
  • 2024Algorithmic Pluralism: A Structural Approach To Equal Opportunity18 cited
  • 2024Benchmark suites instead of leaderboards for evaluating AI fairness17 cited