CLIF: Concept-Level Influence Functions for Transparent Bottleneck Models

Yike Sun, Mingkun Xu, Mu You +5

In recent years, the black-box nature of deep learning models has limited their application in high-stakes domains such as medical diagnosis and finance, where interpretability is…