$\hat{I}\pm$-TCAV: A Unified Framework for Testing with Concept Activation Vectors

Ekkehard Schnoor, Jawher Said, Malik Tiomoko +2

Concept Activation Vectors (CAVs) are a fundamental tool for concept-based explainability in deep learning, yet their practical utility is limited by statistical instability. We an…