XAudit : A Theoretical Look at Auditing with Explanations

Chhavi Yadav, Michal Moshkovitz, Kamalika Chaudhuri

Responsible use of machine learning requires models to be audited for undesirable properties. While a body of work has proposed using explanations for auditing, how to do so and wh…