no code implementations • 29 Sep 2023 • Gagan Biradar, Yacine Izza, Elita Lobo, Vignesh Viswanathan, Yair Zick
We also evaluate them on multiple datasets and show that these explanations are robust to the attacks that fool SHAP and LIME.
1 code implementation • 8 Sep 2021 • Gagan Biradar, Vignesh Viswanathan, Yair Zick
Thus, our work is the first to formally bridge the gap between model explanations, game-theoretic influence, and causal analysis.