@article{robustexplanationsthroughuncertaintydeco, title = {Robust Explanations Through Uncertainty Decomposition: A Path to Trustworthier AI}, author = {Chenrui Zhu and Louenas Bounia and Vu Linh Nguyen and Sébastien Destercke and Arthur Hoarau}, year = {2025}, eprint = {2507.12913}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.12913}, }