Search Results for author: Gagan Biradar

Found 2 papers, 1 papers with code

Axiomatic Aggregations of Abductive Explanations

no code implementations29 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.

Feature Importance valid

Model Explanations via the Axiomatic Causal Lens

1 code implementation8 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.

Feature Importance

Cannot find the paper you are looking for? You can Submit a new open access paper.