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Search-based Automatic Repair for Fairness and Accuracy in Decision-making Software
16 references·0 citing·25 second hop
Search-based Automatic Repair for Fairness and Accuracy in Decision-making Software (2024)Search-based Automatic Repair for Fairnes…A Review on Fairness in Machine Learning (2022)A Review on Fairness in Machi…Measurement and Fairness (2021)Measurement and FairnessA comparative study of fairness-enhancing interventions in machine learning (2019)A comparative study of fairne…Mitigating Unwanted Biases with Adversarial Learning (2018)Mitigating Unwanted Biases wi…Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Fairness in Criminal Justice …Algorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…Certifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…A data-driven approach to predict the success of bank telemarketing (2014)A data-driven approach to pre…Fairness-Aware Classifier with Prejudice Remover Regularizer (2012)Fairness-Aware Classifier wit…Fairness through awareness (2012)Fairness through awarenessDecision Theory for Discrimination-Aware Classification (2012)Decision Theory for Discrimin…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…Classifying without discriminating (2009)Classifying without discrimin…Discrimination-aware data mining (2008)Discrimination-aware data min…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)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)A framework for marketing management (2000)Decision Support and Business Intelligence Systems (2006)The effects of data quality on machine learning performance on tabular data (2025)Big Data's Disparate Impact (2014)Equality of Opportunity in Supervised Learning (2016)Fairness definitions explained (2018)Machine behaviour (2019)Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings (2016)Ensuring Fairness in Machine Learning to Advance Health Equity (2018)Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020)Addressing bias in big data and AI for health care: A call for open science (2021)Fair, Transparent, and Accountable Algorithmic Decision-making Processes (2017)Trustworthy Artificial Intelligence: A Review (2022)Fairness in Machine Learning: A Survey (2023)'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)Algorithmic content moderation: Technical and political challenges in the automation of platform governance (2020)
this work references cited by second hop

References

  • 2012Fairness through awareness3,501 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2018Mitigating Unwanted Biases with Adversarial Learning1,387 cited
  • 2011Data preprocessing techniques for classification without discrimination1,304 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2018Fairness in Criminal Justice Risk Assessments: The State of the Art986 cited
  • 2014A data-driven approach to predict the success of bank telemarketing875 cited
  • 2010Three naive Bayes approaches for discrimination-free classification756 cited
  • 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
  • 2008Discrimination-aware data mining676 cited
  • 2019A comparative study of fairness-enhancing interventions in machine learning601 cited
  • 2022A Review on Fairness in Machine Learning596 cited
  • 2009Classifying without discriminating403 cited
  • 2021Measurement and Fairness362 cited
  • 2010Discrimination Aware Decision Tree Learning303 cited
  • 2012Decision Theory for Discrimination-Aware Classification

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