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Bias and fairness in machine learning and artificial intelligence
16 references·0 citing·40 second hop
Bias and fairness in machine learning and artificial intelligence (2022)Bias and fairness in machine learning and…Machine behaviour (2019)Machine behaviourDissecting racial bias in an algorithm used to manage the health of populations (2019)Dissecting racial bias in an …A comparative study of fairness-enhancing interventions in machine learning (2019)A comparative study of fairne…The accuracy, fairness, and limits of predicting recidivism (2018)The accuracy, fairness, and l…ETHICS GUIDELINES FOR TRUSTWORTHY AI (2018)ETHICS GUIDELINES FOR TRUSTWO…AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias (2018)AI Fairness 360: An Extensibl…Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…Algorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…Why is depression more common among women than among men? (2016)Why is depression more common…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…Encyclopedia of Quality of Life and Well-being Research (2015)Encyclopedia of Quality of Li…Bias in computer systems (1996)Bias in computer systemsQALYfying the value of life. (1987)QALYfying the value of life.The American Heritage Dictionary of the English Language (1970)The American Heritage Diction…Allocative efficiency vs. X-Efficiency (1966)Allocative efficiency vs. X-E…Technical Change and the Aggregate Production Function (1957)Theory of Value (1959)THE WELFARE COSTS OF TARIFFS, MONOPOLIES, AND THEFT (1967)The Economics of Schooling: Production and Efficiency in Public Schools. (1986)Toward a knowledge‐based theory of the firm (1996)Management and the Worker (2003)The Evolution of the Labor Market for Medical Interns and Residents: A Case Study in Game Theory (1984)WHAT IS COMPUTER ETHICS?* (1985)The British Nationality Act as a logic program (1986)The ethics of algorithms: Mapping the debate (2016)A Survey on Bias and Fairness in Machine Learning (2021)On the Opportunities and Risks of Foundation Models (2021)Discrimination-aware data mining (2008)Fairness through awareness (2012)Big Data's Disparate Impact (2014)Model Cards for Model Reporting (2019)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)The Epidemiology of Major Depressive Disorder (2003)The size and burden of mental disorders and other disorders of the brain in Europe 2010 (2011)Diagnostic and Statistical Manual of Mental Disorders (2013)Trends in depression prevalence in the USA from 2005 to 2015: widening disparities in vulnerable groups (2017)Association of loneliness with all-cause mortality: A meta-analysis (2018)Risk Factors for Depression: An Autobiographical Review (2018)The Economics of Discrimination. (1972)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Measuring individual differences in implicit cognition: The implicit association test. (1998)Measuring individual differences in implicit cognition: The implicit association test. (1998)Computing Machinery and Intelligence (1950) (2004)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Hidden in Plain Sight — Reconsidering the Use of Race Correction in Clinical Algorithms (2020)Algorithmic Bias in Education (2021)Experimental evidence of massive-scale emotional contagion through social networks (2014)The science of fake news (2018)The spread of true and false news online (2018)How artificial intelligence will change the future of marketing (2019)Artificial Intelligence and Management: The Automation-Augmentation Paradox (2020)Human Trust in Artificial Intelligence: Review of Empirical Research (2020)Perceived organizational support. (1986)Validation of the five-factor model of personality across instruments and observers. (1987)Political conservatism as motivated social cognition. (2003)
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References

  • 2019Dissecting racial bias in an algorithm used to manage the health of populations7,674 cited
  • 2017Semantics derived automatically from language corpora contain human-like biases2,980 cited
  • 2016Equality of Opportunity in Supervised Learning2,733 cited
  • 1966Allocative efficiency vs. X-Efficiency2,719 cited
  • 1970The American Heritage Dictionary of the English Language2,470 cited
  • 2016Why is depression more common among women than among men?1,746 cited
  • 2019Machine behaviour1,459 cited
  • 2016Inherent Trade-Offs in the Fair Determination of Risk Scores1,433 cited
  • 1996Bias in computer systems1,223 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,170 cited
  • 2018The accuracy, fairness, and limits of predicting recidivism1,123 cited
  • 2015Encyclopedia of Quality of Life and Well-being Research870 cited
  • 2019A comparative study of fairness-enhancing interventions in machine learning617 cited
  • 1987QALYfying the value of life.456 cited
  • 2018AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias437 cited

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2018
ETHICS GUIDELINES FOR TRUSTWORTHY AI
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