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Measuring Fairness in an Unfair World
16 references·3 citing·27 second hop
Measuring Fairness in an Unfair World (2020)Measuring Fairness in an Unfair WorldDissecting racial bias in an algorithm used to manage the health of populations (2019)Dissecting racial bias in an …Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Fairness in Criminal Justice …Fair 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…Certifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…Big Data's Disparate Impact (2014)Big Data's Disparate ImpactFairness through awareness (2012)Fairness through awarenessThe Imperative of Integration (2010)The Imperative of IntegrationJustice as Fairness: A Restatement (2002)Justice as Fairness: A Restat…Women and human development: the capabilities approach (2000)Women and human development: …Women and Human Development (2000)Women and Human DevelopmentWhat Is the Point of Equality? (1999)What Is the Point of Equality?Equality and equal opportunity for welfare (1989)Equality and equal opportunit…Poverty and Famines: An Essay on Entitlement and Deprivation (1983)Poverty and Famines: An Essay…Poverty and Famines: An Essay on Entitlement and Deprivation. (1982)Poverty and Famines: An Essay…Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools (2023)Toward Operationalizing Pipel…Who Gets What, According to Whom? An Analysis of Fairness Perceptions in Service Allocation (2021)Who Gets What, According to W…A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data (2020)A Comparative Assessment and …Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)A Survey on Bias and Fairness in Machine Learning (2021)Equality of Opportunity in Supervised Learning (2016)Fairness and Abstraction in Sociotechnical Systems (2019)Semantics derived automatically from language corpora contain human-like biases (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)Human Rights and Capabilities (2005)The Capability Approach: a theoretical survey (2005)Report by the commission on the measurement of economic performance and social progress (2011)Doing the Right Thing: Measuring Well-Being for Public Policy (2011)On the people's terms: a republican theory and model of democracy (2013)Distributive justice and equity in transportation (2016)Equality of Opportunity (1998)The Moral Significance of Class (2005)Wellbeing, Freedom and Social Justice (2017)The asset vulnerability framework: Reassessing urban poverty reduction strategies (1998)The Rights of Others (2004)Counting and Multidimensional Poverty Measurement (2017)The ethics of algorithms: Mapping the debate (2016)Defining Environmental Justice (2007)Exploring the Frontier of Livelihoods Research (2005)Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh (2014)Hydraulic City (2017)
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References

  • 2019Dissecting racial bias in an algorithm used to manage the health of populations7,086 cited
  • 2000Women and Human Development6,213 cited
  • 1982Poverty and Famines: An Essay on Entitlement and Deprivation.4,907 cited
  • 2000Women and human development: the capabilities approach3,704 cited
  • 2002Justice as Fairness: A Restatement3,570 cited
  • 2012Fairness through awareness3,501 cited
  • 1999What Is the Point of Equality?3,101 cited
  • 2014Big Data's Disparate Impact3,046 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 1983Poverty and Famines: An Essay on Entitlement and Deprivation2,042 cited
  • 1989Equality and equal opportunity for welfare1,993 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2010The Imperative of Integration1,403 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2018Fairness in Criminal Justice Risk Assessments: The State of the Art986 cited
  • 2016Inherent Trade-Offs in the Fair Determination of Risk Scores

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942 cited

Cited by

  • 2020A Comparative Assessment and Synthesis of Twenty Ethics Codes on AI and Big Data21 cited
  • 2023Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools19 cited
  • 2021Who Gets What, According to Whom? An Analysis of Fairness Perceptions in Service Allocation18 cited