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Keyword

algorithmic discrimination

Description: Algorithmic discrimination is unfair or unequal treatment produced or amplified by automated decision-making systems, studied in computer science, law, and human rights.
OpenAlex ID: keywords/algorithmic-discrimination
Big Data's Disparate Impact
2014 · Solon Barocas, Andrew D. Selbst · SSRN Electronic Journal · 3,039
Algorithms of Oppression
2018 · Safiya Umoja Noble · NYU Press eBooks · 2,708
Equality of Opportunity in Supervised Learning
2016 · Hardt, Moritz, Price, Eric, et al. · arXiv (Cornell University) · 2,533
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Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
2016 · Cathy O’Neil · 2,335
Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
2017 · Alexandra Chouldechova · Big Data · 2,147
PDF
European Union Regulations on Algorithmic Decision Making and a “Right to Explanation”
2017 · Bryce Goodman, Seth Flaxman · AI Magazine · 2,128
Race after technology. Abolitionist tools for the new Jim Code
2020 · Sibille Merz · Ethnic and Racial Studies · 1,870
Hidden in Plain Sight — Reconsidering the Use of Race Correction in Clinical Algorithms
2020 · Darshali A. Vyas, Leo G. Eisenstein, et al. · New England Journal of Medicine · 1,724
PDF
Review of “Race After Technology: Abolitionist Tools for the New Jim Code”
2019 · Marie Jipguep-Akhtar · Social Forces · 1,474
The Black Box Society: The Secret Algorithms That Control Money and Information
2016 · Pasquale, Frank 1974- · Contemporary Sociology A Journal of Reviews · 1,319
Data preprocessing techniques for classification without discrimination
2011 · Faisal Kamiran, Toon Calders · Knowledge and Information Systems · 1,301
PDF
Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor
2018 · Virginia Eubanks · 1,167
Amazon Scraps Secret AI Recruiting Tool that Showed Bias against Women *
2022 · Jeffrey Dastin · Auerbach Publications eBooks · 1,165
Counterfactual Fairness
2017 · Kusner, Matt J., Loftus, Joshua R., et al. · arXiv (Cornell University) · 994
PDF
Legal and Ethical Consideration in Artificial Intelligence in Healthcare: Who Takes Responsibility?
2022 · Nithesh Naik, B. M. Zeeshan Hameed, et al. · Frontiers in Surgery · 925
PDF
A Survey on Neural Network Interpretability
2021 · Yu Zhang, Peter Tino, et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 920
AI can be sexist and racist — it’s time to make it fair
2018 · James Zou, Londa Schiebinger · Nature · 763
PDF
Predictably Unequal? The Effects of Machine Learning on Credit Markets
2021 · ANDREAS FUSTER, PAUL GOLDSMITH‐PINKHAM, et al. · The Journal of Finance · 751
Discrimination in online ad delivery
2013 · Latanya Sweeney · Communications of the ACM · 751
Fair, Transparent, and Accountable Algorithmic Decision-making Processes
2017 · Bruno Lepri, Nuria Oliver, et al. · Philosophy & Technology · 706
Discrimination-aware data mining
2008 · Dino Pedreshi, Salvatore Ruggieri, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 676
Automated Experiments on Ad Privacy Settings
2015 · Amit Datta, Michael Carl Tschantz, et al. · Proceedings on Privacy Enhancing Technologies · 664
Algorithms of oppression: how search engines reinforce racism
2019 · Sanjay Sharma · Ethnic and Racial Studies · 632
PDF
A comparative study of fairness-enhancing interventions in machine learning
2019 · Sorelle A. Friedler, Carlos Scheidegger, et al. · 600
PDF
Where fairness fails: data, algorithms, and the limits of antidiscrimination discourse
2019 · Anna Lauren Hoffmann · Information Communication & Society · 534
Works count: 8,820
Citation count: 89,240
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