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Human Judgement in Algorithmic Loops; Individual Justice and Automated Decision-Making
16 references·1 citing·41 second hop
Human Judgement in Algorithmic Loops; Individual Justice and Automated Decision-Making (2019)Human Judgement in Algorithmic Loops; Ind…Where fairness fails: data, algorithms, and the limits of antidiscrimination discourse (2019)Where fairness fails: data, a…Meaningful Human Control over Autonomous Systems: A Philosophical Account (2018)Meaningful Human Control over…Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making (2018)Fairness and Accountability D…Society-in-the-loop: programming the algorithmic social contract (2017)Society-in-the-loop: programm…Fairness in Machine Learning: Lessons from Political Philosophy (2017)Fairness in Machine Learning:…Counterfactual Fairness (2017)Counterfactual FairnessAlgorithmic regulation: A critical interrogation (2017)Algorithmic regulation: A cri…Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective (2016)Predicting judicial decisions…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…Big Data's Disparate Impact (2014)Big Data's Disparate ImpactFairness through awareness (2012)Fairness through awarenessDiscrimination-aware data mining (2008)Discrimination-aware data min…The Origins of Totalitarianism (2007)The Origins of TotalitarianismFrom Street‐Level to System‐Level Bureaucracies: How Information and Communication Technology is Transforming Administrative Discretion and Constitutional Control (2002)From Street‐Level to System‐L…Street-Level Bureaucracy: The Dilemmas of the Individual in Public Service (1980)Street-Level Bureaucracy: The…Discretionary Justice: A Preliminary Inquiry. (1970)Discretionary Justice: A Prel…A corpo-civic space: A notion To address social media’s corporate/civic hybridity (2020)A corpo-civic space: A notion…The Constitution of Liberty (1960)Introduction to the Study of the Law of the Constitution (1979)Citizen interaction with e-government: From the streets to servers? (2004)STREET‐LEVEL BUREAUCRACY AND PUBLIC ACCOUNTABILITY (2007)The Open Society and Its Enemies (2012)Street-Level Bureaucracy (2017)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)The Selection of Disputes for Litigation (1984)The Supreme Court and the Attitudinal Model Revisited (2002)Gender identity and lexical variation in social media (2014)A general approach for predicting the behavior of the Supreme Court of the United States (2017)Using machine learning to predict decisions of the European Court of Human Rights (2019)How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence (2020)Responsive Regulation (1992)THE NEW PENOLOGY: NOTES ON THE EMERGING STRATEGY OF CORRECTIONS AND ITS IMPLICATIONS* (1992)CRITICAL QUESTIONS FOR BIG DATA (2012)Ethics and Privacy in AI and Big Data: Implementing Responsible Research and Innovation (2018)Accountable Artificial Intelligence: Holding Algorithms to Account (2020)Fairness in Machine Learning: A Survey (2023)Structural Equations with Latent Variables. (1991)Testing Structural Equation Models. (1995)Fairness definitions explained (2018)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)Fairness-Aware Classifier with Prejudice Remover Regularizer (2012)Fair, Transparent, and Accountable Algorithmic Decision-making Processes (2017)'It's Reducing a Human Being to a Percentage' (2018)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Administrative Discretion and Active Representation: An Expansion of the Theory of Representative Bureaucracy (2003)Solutions When the Solution is the Problem: Arraying the Disarray in Development (2003)Coping During Public Service Delivery: A Conceptualization and Systematic Review of the Literature (2015)The ethics of algorithms: Mapping the debate (2016)Dissecting racial bias in an algorithm used to manage the health of populations (2019)The postcolonial moment in security studies (2006)Persecution Perpetuated: The Medieval Origins of Anti-Semitic Violence in Nazi Germany (2012)CITIZENSHIP AND IDENTITY (2017)
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References

  • 2012Fairness through awareness3,501 cited
  • 2014Big Data's Disparate Impact3,046 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 1980Street-Level Bureaucracy: The Dilemmas of the Individual in Public Service2,147 cited
  • 2007The Origins of Totalitarianism1,138 cited
  • 2017Counterfactual Fairness995 cited
  • 2002From Street‐Level to System‐Level Bureaucracies: How Information and Communication Technology is Transforming Administrative Discretion and Constitutional Control962 cited
  • 2017Algorithmic regulation: A critical interrogation839 cited
  • 2016Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective812 cited
  • 2008Discrimination-aware data mining676 cited
  • 2018Meaningful Human Control over Autonomous Systems: A Philosophical Account559 cited
  • 2017Society-in-the-loop: programming the algorithmic social contract552 cited
  • 2019Where fairness fails: data, algorithms, and the limits of antidiscrimination discourse534 cited
  • 2017Fairness in Machine Learning: Lessons from Political Philosophy500 cited
  • 2018Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making

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491 cited
  • 1970Discretionary Justice: A Preliminary Inquiry.435 cited
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    • 2020A corpo-civic space: A notion To address social media’s corporate/civic hybridity7 cited