Breeden, Joseph L.; Leonova, Eugenia - In: Journal of risk and financial management : JRFM 14 (2021) 11, pp. 1-15
Unintended bias against protected groups has become a key obstacle to the widespread adoption of machine learning methods. This work presents a modeling procedure that carefully builds models around protected class information in order to make sure that the final machine learning model is...
