3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.AI2023★ 3 cited
Axiomatic Aggregations of Abductive Explanations
Gagan Biradar, Yacine Izza, Elita Lobo +2
The recent criticisms of the robustness of post hoc model approximation explanation methods (like LIME and SHAP) have led to the rise of model-precise abductive explanations. For e…
cs.LG2021
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…