@article{icondecompositionmultivariateconceptleve, title = {ICON Decomposition: Auditing deep neural networks for shortcuts by decomposing layer-wise representations using concepts}, author = {Roshan Prakash Rane and Marco Simnacher and Manuel Pfeuffer and Marc-Andre Schulz and Nys Tjade Siegel and Maximilian Dreyer and Frederik Pahde and Wojciech Samek and Sonja Greven and Kerstin Ritter}, year = {2026}, eprint = {2608.26083}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.26083}, }