Interpretability Needs a New Paradigm

Andreas Madsen, Himabindu Lakkaraju, Siva Reddy +1

Interpretability is the study of explaining models in understandable terms to humans. At present, interpretability is divided into two paradigms: the intrinsic paradigm, which beli…