References

• 2014Big Data's Disparate Impact3,046 cited
• 2015Certifying and Removing Disparate Impact1,827 cited
• 2001Board of Governors of the Federal Reserve System1,130 cited
• 2019A comparative study of fairness-enhancing interventions in machine learning601 cited
• 2015Variable importance analysis: A comprehensive review526 cited
• 2014The Scored Society: Due Process for Automated Predictions523 cited
• 2019The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform431 cited
• 2014Consumer Financial Protection Bureau333 cited
• 2020On the apparent conflict between individual and group fairness312 cited
• 201950 Years of Test (Un)fairness297 cited
• 2012Equal Employment Opportunity Commission275 cited
• 2021The (Im)possibility of fairness262 cited
• 2019Consumer-Lending Discrimination in the FinTech Era212 cited
• 2017CREDIT SCORING IN THE ERA OF BIG DATA199 cited
• 2021Fairness in credit scoring: Assessment, implementation and profit implications196 cited
• 2021Bias Preservation in Machine Learning: The Legality of Fairness Metrics Under EU Non-Discrimination Law