References

• 2009New Effect Size Rules of Thumb3,244 cited
• 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
• 1953Who Belongs in the Family?2,110 cited
• 2015Certifying and Removing Disparate Impact1,827 cited
• 2011Data preprocessing techniques for classification without discrimination1,304 cited
• 2018Fairness definitions explained1,125 cited
• 2018Fairness in Criminal Justice Risk Assessments: The State of the Art986 cited
• 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
• 2015Fairness Constraints: Mechanisms for Fair Classification644 cited
• 2019A comparative study of fairness-enhancing interventions in machine learning601 cited
• 2017On Fairness and Calibration509 cited
• 2017Optimized Pre-Processing for Discrimination Prevention459 cited
• 2018AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias437 cited
• 2017Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness403 cited
• 2020On the apparent conflict between individual and group fairness312 cited