@article{explainabletimeseriesforecastingwithsamp, title = {Explainable time-series forecasting with sampling-free SHAP for Transformers}, author = {Matthias Hertel and Sebastian Pütz and Ralf Mikut and Veit Hagenmeyer and Benjamin Schäfer}, year = {2025}, eprint = {2512.20514}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.20514}, }