Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models

Julius Adebayo, Lalana Kagal

Predictive models are increasingly deployed for the purpose of determining access to services such as credit, insurance, and employment. Despite potential gains in productivity and…