Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity

Savina Kim, Stefan Lessmann, Galina Andreeva +1

The increasing usage of new data sources and machine learning (ML) technology in credit modeling raises concerns with regards to potentially unfair decision-making that rely on pro…