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The Independence of Fairness-Aware Classifiers
16 references·0 citing·29 second hop
The Independence of Fairness-Aware Classifiers (2013)The Independence of Fairness-Aware Classi…Prediction with Model-Based Neutrality (2013)Prediction with Model-Based N…Learning Fair Representations (2013)Learning Fair RepresentationsDiscrimination in online ad delivery (2013)Discrimination in online ad d…A 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 awarenessExploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining (2012)Exploring Discrimination: A U…Decision Theory for Discrimination-Aware Classification (2012)Decision Theory for Discrimin…Considerations on Fairness-Aware Data Mining (2012)Considerations on Fairness-Aw…k-NN as an implementation of situation testing for discrimination discovery and prevention (2011)k-NN as an implementation of …Handling Conditional Discrimination (2011)Handling Conditional Discrimi…Data preprocessing techniques for classification without discrimination (2011)Data preprocessing techniques…Three naive Bayes approaches for discrimination-free classification (2010)Three naive Bayes approaches …Discrimination Aware Decision Tree Learning (2010)Discrimination Aware Decision…Measuring Discrimination in Socially-Sensitive Decision Records (2009)Measuring Discrimination in S…Discrimination-aware data mining (2008)Discrimination-aware data min…Uniform Guidelines on Employee Selection Procedures (2007)Equal Employment Opportunity Commission (2012)The Economics of Privacy (2016)Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints (2017)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)Semantics derived automatically from language corpora contain human-like biases (2017)A Survey on Bias and Fairness in Machine Learning (2021)Classifying without discriminating (2009)A Methodology for Direct and Indirect Discrimination Prevention in Data Mining (2012)FA*IR (2017)The American Psychological Association (1919)Male-Female Wage Differentials in Urban Labor Markets (1973)Stereotype threat and the intellectual test performance of African Americans. (1995)Measuring discrimination in algorithmic decision making (2017)The relationship between trust in AI and trustworthy machine learning technologies (2020)A survey on datasets for fairness‐aware machine learning (2022)Fair, Transparent, and Accountable Algorithmic Decision-making Processes (2017)Trustworthy Artificial Intelligence: A Review (2022)Fairness in Machine Learning: A Survey (2023)Fairness in Machine Learning (2020)A Call to Action on Assessing and Mitigating Bias in Artificial Intelligence Applications for Mental Health (2022)'It's Reducing a Human Being to a Percentage' (2018)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Counterfactual Fairness (2017)Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Algorithmic Decision Making and the Cost of Fairness (2017)
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References

  • 2012Fairness through awareness3,501 cited
  • 2011Data preprocessing techniques for classification without discrimination1,304 cited
  • 2013Learning Fair Representations1,126 cited
  • 2010Three naive Bayes approaches for discrimination-free classification756 cited
  • 2013Discrimination in online ad delivery751 cited
  • 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
  • 2008Discrimination-aware data mining676 cited
  • 2010Discrimination Aware Decision Tree Learning303 cited
  • 2012Decision Theory for Discrimination-Aware Classification300 cited
  • 2013A multidisciplinary survey on discrimination analysis288 cited
  • 2011k-NN as an implementation of situation testing for discrimination discovery and prevention263 cited
  • 2009Measuring Discrimination in Socially-Sensitive Decision Records175 cited
  • 2011Handling Conditional Discrimination125 cited
  • 2012Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining24 cited
  • 2013Prediction with Model-Based Neutrality21 cited
  • 2012Considerations on Fairness-Aware Data Mining

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