6 citations · 9 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.LG2022★ 6 cited
On Computing Relevant Features for Explaining NBCs
Yacine Izza, Joao Marques-Silva
Despite the progress observed with model-agnostic explainable AI (XAI), it is the case that model-agnostic XAI can produce incorrect explanations. One alternative are the so-called…