Auditing Black-box Models for Indirect Influence

Philip Adler, Casey Falk, Sorelle A. Friedler +4

Data-trained predictive models see widespread use, but for the most part they are used as black boxes which output a prediction or score. It is therefore hard to acquire a deeper u…