Semantic Prototypes: Enhancing Transparency Without Black Boxes

Orfeas Menis-Mastromichalakis, Giorgos Filandrianos, Jason Liartis +2

As machine learning (ML) models and datasets increase in complexity, the demand for methods that enhance explainability and interpretability becomes paramount. Prototypes, by encap…