Concept frustration: Aligning human concepts and machine representations

Enrico Parisini, Christopher J. Soelistyo, Ahab Isaac +2

Aligning human-interpretable concepts with the internal representations learned by modern machine learning systems remains a central challenge for interpretable AI. We introduce a…