Auditing Discriminatory Patterns in Mortgage Lending Through Association Rules and Fair Binning

Archit Rathod, Dhwani Chande, Het Nagda

Mortgage lending in the United States exhibits persistent racial and gender disparities. We investigate whether standard data preprocessing steps, specifically attribute binning, a…