Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR

Sandra Wachter, Brent Mittelstadt, Chris Russell

There has been much discussion of the right to explanation in the EU General Data Protection Regulation, and its existence, merits, and disadvantages. Implementing a right to expla…