Axiomatic Characterisations of Sample-based Explainers

Leila Amgoud, Martin C. Cooper, Salim Debbaoui

Explaining decisions of black-box classifiers is both important and computationally challenging. In this paper, we scrutinize explainers that generate feature-based explanations fr…