Sorbonne Université, CNRS, France; Artiﬁcial and Natural Intelligence Toulouse Institute, Université de Toulouse, France; Carney Institute for Brain Science, Brown University, USA; Institut de Recherche Technologique Saint-Exupery, France; Valeo.ai
Thomas FEL, Remi Cadene, Mathieu Chalvidal, Matthieu Cord, David Vigouroux, Thomas Serre
deep learning;machine learning;explainability;interpretability;computer vision;nlp;black box;sobol
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis