IRT Saint Exupery, France and Artificial and Natural Intelligence Toulouse Institute, Université de Toulouse, France; IRT Saint Exupery, France and Artificial and Natural Intelligence Toulouse Institute, Université de Toulouse, France and Carney Institute for Brain Science, Brown University, USA; Artificial and Natural Intelligence Toulouse Institute, Université de Toulouse, France
Paul Novello, Thomas FEL, David Vigouroux
deep learning;machine learning;explainability;interpretability;computer vision;black box;dependence measure;kernel methods;sensitivity analysis
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure