Hierarchical Concept-based Interpretable Models

Oscar Hill, Mateo Espinosa Zarlenga, Mateja Jamnik

Modern deep neural networks remain challenging to interpret due to the opacity of their latent representations, impeding model understanding, debugging, and debiasing. Concept Embe…