Jeeyung Kim*

Constructing Concept-based Models to Mitigate Spurious Correlations with Minimal Human Effort

"Enhancing model interpretability can address spurious correlations by revealing how models draw their predictions. Concept Bottleneck Models (CBMs) can provide a principled way of disclosing and guiding model behaviors through human-understandable concepts, albeit at a high cost of human efforts in…