Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End

Ramaravind Kommiya Mothilal, Divyat Mahajan, Chenhao Tan +1

Feature attributions and counterfactual explanations are popular approaches to explain a ML model. The former assigns an importance score to each input feature, while the latter pr…