Model Explanations via the Axiomatic Causal Lens

Gagan Biradar, Vignesh Viswanathan, Yair Zick

Explaining the decisions of black-box models is a central theme in the study of trustworthy ML. Numerous measures have been proposed in the literature; however, none of them take a…