Counterfactual Explanations Without Opening the Black Box: Automated Decisions and the GDPR.

Explainable AI

Counterfactual Explanations

Paper

Author

Published

January 1, 2017

Description

Wachter, Mittelstadt, and Russell (2017) were among the first to propose counterfactual explanations that do not require knowledge about the inner workings of a black box model.

References

Wachter, Sandra, Brent Mittelstadt, and Chris Russell. 2017. “Counterfactual Explanations Without Opening the Black Box: Automated Decisions and the GDPR.” Harv. JL & Tech. 31: 841.