Interpretable Explanations of Black Boxes by Meaningful Perturbation

Ruth Fong, Andrea Vedaldi

As machine learning algorithms are increasingly applied to high impact yet high risk tasks, such as medical diagnosis or autonomous driving, it is critical that researchers can exp…