Unlearning Spurious Concepts Enhances the Robustness of Concept-Based Explainable Models in Skin Cancer Diagnosis

Anh Le Van, Andy Song, Arthur Tang, Karin Verspoor. Unlearning Spurious Concepts Enhances the Robustness of Concept-Based Explainable Models in Skin Cancer Diagnosis. In Raymond Chi-Wing Wong, Hanghang Tong, Hua Lu 0001, James T. Kwok, Flora D. Salim, Yuanfeng Song, Man Lung Yiu, editors, Advances in Knowledge Discovery and Data Mining - 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2026, Hong Kong, China, June 9-12, 2026, Proceedings, Part II. Volume 16598 of Lecture Notes in Computer Science, pages 482-494, Springer, 2026. [doi]

Abstract

Abstract is missing.