Beyond $L_2$: Generalizing Abductive Latent Explanations to Diverse Prototype-Based Architectures

Jules Soria, Alban Grastien, Romain Xu-Darme +3

Prototype-based neural networks are hailed as interpretable-by-design architectures. Recently, Abductive Latent Explanations (ALE) were introduced to provide formal, mathematically…