(Sometimes) Less is More: Mitigating the Complexity of Rule-based Representation for Interpretable Classification

Luca Bergamin, Roberto Confalonieri, Fabio Aiolli

Deep neural networks are widely used in practical applications of AI, however, their inner structure and complexity made them generally not easily interpretable. Model transparency…