Counterfactual Training: Teaching Models Plausible and Actionable Explanations

Patrick Altmeyer, Aleksander Buszydlik, Arie van Deursen +1

We propose a novel training regime termed counterfactual training that leverages counterfactual explanations to increase the explanatory capacity of models. Counterfactual explanat…