Algorithmic Fairness Publications

Publications in Algorithmic Fairness

Explore the most influential research papers and scholarly works that have shaped Algorithmic Fairness. Use the concept filter below to focus on a specific sub-area of research.

Algorithmic Fairness

2.7K

Publications

193.9K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
A Quantitative Measure Of Fairness And Discrimination For Resource Allocation In Shared Computer Systems Rishabh Jain, Dah Ming Chiu, W. Hawe ArXiv.org Cluster ComputingEngineeringDynamic Resource AllocationResource Allocation SchemesDiscrimination Index	1998	3.6K
Fairness through awareness Cynthia Dwork, Moritz Hardt, Toniann Pitassi, EngineeringDiscriminationFairness Through AwarenessSocial StratificationClassification Task	2012	3.3K
Randomized Response: A Survey Technique for Eliminating Evasive Answer Bias Stanley L. Warner Journal of the American Statistical Association Artificial IntelligenceSurvey TechniqueEngineeringBehavioral Decision MakingSampling Technique	1965	2.9K
How the machine ‘thinks’: Understanding opacity in machine learning algorithms Jenna Burrell Big Data & Society Artificial IntelligenceEngineeringMachine LearningBusiness IntelligenceInformation Security	2016	2.2K
Equality of Opportunity in Supervised Learning Moritz Hardt, Eric Price, Nathan Srebro arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningSpecified Sensitive AttributeDiscrimination	2016	1.9K
Certifying and Removing Disparate Impact Michael Feldman, Sorelle A. Friedler, John Moeller, Protected ClassDiscriminationLawEducationDiscrimination Law	2015	1.7K
Why Propensity Scores Should Not Be Used for Matching Gary King, Richard A. Nielsen Political Analysis Complete RandomizationTreatment EffectDecision SciencePropensity Score MatchingPolicy Analysis	2019	1.6K
Exploiting moral wiggle room: experiments demonstrating an illusory preference for fairness Jason Dana, Roberto A. Weber, Jason Xi Kuang Economic Theory Illusory PreferenceBehavioral SciencesBehavioral Decision MakingAlgorithmic BiasMoral Wiggle Room	2006	1.4K
Self-nonself discrimination in a computer Stephanie Forrest, Alan S. Perelson, Luke R. Allen, Artificial IntelligenceEngineeringInformation SecurityArtificial Immune SystemDiscrimination	2002	1.3K
Inequality Aversion, Efficiency, and Maximin Preferences in Simple Distribution Experiments Dirk Engelmann, Martin Strobel American Economic Review Behavioral Decision MakingChoice TheoryRelative ImportanceRevealed PreferenceChoice Model	2004	1.2K
Artificial Intelligence in Human Resources Management: Challenges and a Path Forward Prasanna Tambe, Peter Cappelli, Valery Yakubovich California Management Review Artificial IntelligenceEngineeringStrategic Human ResourcesIntelligent SystemsHuman Resource Management	2019	1.2K
Data preprocessing techniques for classification without discrimination Faisal Kamiran, Toon Calders Knowledge and Information Systems Artificial IntelligenceEngineeringMachine LearningBiometricsDiscrimination	2011	1.2K

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