Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions

Martin Charachon, Paul-Henry Cournède, Céline Hudelot +1

Providing a human-understandable explanation of classifiers' decisions has become imperative to generate trust in their use for day-to-day tasks. Although many works have addressed…