Better sampling in explanation methods can prevent dieselgate-like deception

1 code implementation • 26 Jan 2021 • Domen Vreš, Marko Robnik Šikonja

We show that the improved sampling increases the robustness of the LIME and SHAP, while previously untested method IME is already the most robust of all.

BIG-bench Machine Learning