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Equity of Attention: Amortizing Individual Fairness in Rankings
16 references·3 citing·43 second hop
Equity of Attention: Amortizing Individual Fairness in Rankings (2018)Equity of Attention: Amortizing Individua…Fairness of Exposure in Rankings (2018)Fairness of Exposure in Ranki…Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning (2018)Beyond Distributive Fairness …Measuring Fairness in Ranked Outputs (2017)Measuring Fairness in Ranked …Human Decisions and Machine Predictions (2017)Human Decisions and Machine P…FA*IR (2017)FA*IRFairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment (2016)Fairness Beyond Disparate Tre…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…Certifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…Learning Fair Representations (2013)Learning Fair RepresentationsA multidisciplinary survey on discrimination analysis (2013)A multidisciplinary survey on…Fairness-Aware Classifier with Prejudice Remover Regularizer (2012)Fairness-Aware Classifier wit…Fairness through awareness (2012)Fairness through awarenessInternet Advertising and the Generalized Second-Price Auction: Selling Billions of Dollars Worth of Keywords (2007)Internet Advertising and the …A Taxonomy of Organizational Justice Theories (1987)A Taxonomy of Organizational …On dividing justly (1984)On dividing justlyNew directions in equity research. (1973)New directions in equity rese…Fairness-aware practices from developers’ perspective: A survey (2025)Fairness-aware practices from…Impact of Imputation Strategies on Fairness in Machine Learning (2022)Impact of Imputation Strategi…Revealing Unfairness in social media contributors’ attention to vulnerable urban areas during disasters (2021)Revealing Unfairness in socia…Discrimination-aware data mining (2008)Three naive Bayes approaches for discrimination-free classification (2010)Fair, Transparent, and Accountable Algorithmic Decision-making Processes (2017)Trustworthy Artificial Intelligence: A Review (2022)Fairness in Machine Learning: A Survey (2023)Uniform Guidelines on Employee Selection Procedures (2007)European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” (2017)Semantics derived automatically from language corpora contain human-like biases (2017)A Survey on Bias and Fairness in Machine Learning (2021)A Theory of Cognitive Dissonance (1957)The psychology of interpersonal relations. (1958)The Stakeholder Theory of the Corporation: Concepts, Evidence, and Implications (1995)Ethics, character, and authentic transformational leadership behavior (1999)A Theory of Cognitive Dissonance (2017)Self-Determination Theory in Work Organizations: The State of a Science (2017)A Theory of Social Comparison Processes (1954)Equity, Equality, and Need: What Determines Which Value Will Be Used as the Basis of Distributive Justice? (1975)Altruism and Prosocial Behavior (2003)Boundaries of privacy: dialectics of disclosure (2003)Exchange and Power in Social Life (2017)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)Big Data's Disparate Impact (2014)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends? (1980)Racial Bias in Bail Decisions* (2018)Machine learning and human capital complementarities: Experimental evidence on bias mitigation (2020)Using machine learning to detect misstatements (2020)COUNTERSPECULATION, AUCTIONS, AND COMPETITIVE SEALED TENDERS (1961)Incentives in Teams (1973)Matching with Contracts (2005)Multiagent systems: algorithmic, game-theoretic, and logical foundations (2009)Pass-Through as an Economic Tool: Principles of Incidence under Imperfect Competition (2013)Algorithmic Decision Making and the Cost of Fairness (2017)Counterfactual Fairness (2017)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Equity of Attention (2018)Fairness in Recommendation Ranking through Pairwise Comparisons (2019)Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search (2019)
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References

  • 2012Fairness through awareness3,501 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 1987A Taxonomy of Organizational Justice Theories2,308 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 1973New directions in equity research.1,649 cited
  • 2007Internet Advertising and the Generalized Second-Price Auction: Selling Billions of Dollars Worth of Keywords1,570 cited
  • 2013Learning Fair Representations1,126 cited
  • 2017Human Decisions and Machine Predictions1,039 cited
  • 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
  • 2018Fairness of Exposure in Rankings607 cited
  • 2016Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment559 cited
  • 2017FA*IR497 cited
  • 1984On dividing justly428 cited
  • 2017Measuring Fairness in Ranked Outputs378 cited
  • 2013A multidisciplinary survey on discrimination analysis288 cited
  • 2018Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning

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184 cited

Cited by

  • 2022Impact of Imputation Strategies on Fairness in Machine Learning36 cited
  • 2025Fairness-aware practices from developers’ perspective: A survey18 cited
  • 2021Revealing Unfairness in social media contributors’ attention to vulnerable urban areas during disasters15 cited