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Learning to Be Fair: A Consequentialist Approach to Equitable Decision Making
16 references·1 citing·34 second hop
Learning to Be Fair: A Consequentialist Approach to Equitable Decision Making (2024)Learning to Be Fair: A Consequentialist A…Bandit Algorithms (2020)Bandit AlgorithmsA snapshot of the frontiers of fairness in machine learning (2020)A snapshot of the frontiers o…Machine Learning in Banking Risk Management: A Literature Review (2019)Machine Learning in Banking R…Introduction to Multi-Armed Bandits (2019)Introduction to Multi-Armed B…Dissecting racial bias in an algorithm used to manage the health of populations (2019)Dissecting racial bias in an …Actionable Auditing (2019)Actionable AuditingThe Measure and Mismeasure of Fairness (2018)The Measure and Mismeasure of…Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Gender Shades: Intersectional…Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…Avoiding Discrimination through Causal Reasoning (2017)Avoiding Discrimination throu…Algorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…Certifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…The Price of Fairness (2011)The Price of FairnessFinite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Fair Division (1996)Fair DivisionAlgorithmic Bias in Criminal Risk Assessment: The Consequences of Racial Differences in Arrest as a Measure of Crime (2024)Algorithmic Bias in Criminal …A theory of justice original editionThe Bargaining Problem (1950)On Economic Inequality (1973)On the Efficiency-Fairness Trade-off (2012)Information Sharing on Retail Platforms (2018)Firms’ green R&D cooperation behaviour in a supply chain: Technological spillover, power and coordination (2019)Uniform Guidelines on Employee Selection Procedures (2007)Fairness through awareness (2012)European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” (2017)A Survey on Bias and Fairness in Machine Learning (2021)Big Data's Disparate Impact (2014)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Measuring individual differences in implicit cognition: The implicit association test. (1998)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Prediction, Learning, and Games (2006)Stochastic bandits robust to adversarial corruptions (2018)Predictive Policing for Reform? Indeterminacy and Intervention in Big Data Policing (2019)The sense of agency in human–AI interactions (2024)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)Addressing bias in big data and AI for health care: A call for open science (2021)Algorithmic Bias in Education (2021)PORTFOLIO SELECTION* (1952)Prospect Theory: An Analysis of Decision under Risk (1979)Optimization of conditional value-at-risk (2000)Hedging the Drift: Learning to Optimize Under Non-Stationarity (2018)Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits Under Realizability (2021)Multi-Armed Bandits With Correlated Arms (2021)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Fairness definitions explained (2018)Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Machine behaviour (2019)The Ethics of AI Ethics: An Evaluation of Guidelines (2020)
this work references cited by second hop

References

  • 2019Dissecting racial bias in an algorithm used to manage the health of populations7,086 cited
  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2020Bandit Algorithms981 cited
  • 2019Introduction to Multi-Armed Bandits797 cited
  • 2011The Price of Fairness675 cited
  • 1996Fair Division670 cited
  • 2019Actionable Auditing650 cited
  • 2019Machine Learning in Banking Risk Management: A Literature Review463 cited
  • 2018The Measure and Mismeasure of Fairness445 cited
  • 2017Avoiding Discrimination through Causal Reasoning358 cited
  • 2020A snapshot of the frontiers of fairness in machine learning355 cited

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Cited by

  • 2024Algorithmic Bias in Criminal Risk Assessment: The Consequences of Racial Differences in Arrest as a Measure of Crime18 cited