Counterfactual Explanations for Machine Learning: Challenges Revisited

Sahil Verma, John Dickerson, Keegan Hines

Counterfactual explanations (CFEs) are an emerging technique under the umbrella of interpretability of machine learning (ML) models. They provide ``what if'' feedback of the form `…