Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Angus Nicolson, Lisa Schut, J. Alison Noble +1

Concept-based explanations translate the internal representations of deep learning models into a language that humans are familiar with: concepts. One popular method for finding co…