Henri Trenquier

Leveraging Argumentation for Generating Robust Sample-based Explanations

Explaining predictions made by inductive classifiers has become crucial with the rise of complex models acting more and more as black-boxes. Abductive explanations are one of the most popular types of explanations that are provided for the purpose. They highlight feature-values that are suffici…