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The (Im)possibility of fairness · Study

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ArticleThe (Im)possibility of fairness

Sorelle A. Friedler2021

Article2021

The (Im)possibility of fairness

Sorelle A. Friedler · Carlos Scheidegger · Suresh Venkatasubramanian

262 citations·0/0 files stored·Communications of the ACM

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Ethics and Social Impacts of AI Political Philosophy and Ethics Game Theory and Voting Systems

Abstract

What does it mean to be fair?

Citations in this library

Stored only when both papers are in the corpus — 262 citations exist upstream.

References

2007Grit: Perseverance and passion for long-term goals.2012Fairness through awareness 2014Big Data's Disparate Impact 2011The New Jim Crow: Mass Incarceration in the Age of Colorblindness 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments 2015Certifying and Removing Disparate Impact 1998Equality of Opportunity 2016Inherent Trade-Offs in the Fair Determination of Risk Scores

Cited by

2017FA*IR 2022The Fallacy of AI Functionality 2023Fairness in recommender systems: research landscape and future directions 2020An empirical characterization of fair machine learning for clinical risk prediction 2021Fairness in rankings and recommendations: an overview 2022The Forgotten Margins of AI Ethics 2022Algorithmic fairness datasets: the story so far 2024Policy advice and best practices on bias and fairness in AI

Details

Year2021

Typearticle

Published2021-03-22

VenueCommunications of the ACM

ISSN-L0001-0782

Languageen

Citations262

Files0 public / 0

ShelfEthics and Social Impacts of AI

Identifiers

doi10.1145/3433949

openalex_workW3152436735

Links

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