References

• 2012Fairness through awareness3,545 cited
• 2016Equality of Opportunity in Supervised Learning2,733 cited
• 2016Inherent Trade-Offs in the Fair Determination of Risk Scores1,433 cited
• 2018Fairness definitions explained1,133 cited
• 2018The accuracy, fairness, and limits of predicting recidivism1,123 cited
• 2008The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients881 cited
• 2020Fairness in Machine Learning299 cited
• 2021Machine learning and algorithmic fairness in public and population health219 cited
• 2020Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policy97 cited
• 2018The Price of Fair PCA: One Extra Dimension84 cited
• 2020Fairness in Semi-Supervised Learning: Unlabeled Data Help to Reduce Discrimination54 cited
• 2019The price of fairness - A framework to explore trade-offs in algorithmic fairness38 cited
• 2021Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination38 cited
• 2019Convex Formulations for Fair Principal Component Analysis37 cited
• 2022Efficient fair principal component analysis