Estimation of Concept Explanations Should be Uncertainty Aware

Vihari Piratla, Juyeon Heo, Katherine M. Collins +2

Model explanations can be valuable for interpreting and debugging predictive models. We study a specific kind called Concept Explanations, where the goal is to interpret a model us…