Learning Model Agnostic Explanations via Constraint Programming

Frederic Koriche, Jean-Marie Lagniez, Stefan Mengel +1

Interpretable Machine Learning faces a recurring challenge of explaining the predictions made by opaque classifiers such as ensemble models, kernel methods, or neural networks in t…