@article{curseofattentionakernelbasedperspective, title = {Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond}, author = {Yekun Ke and YIngyu Liang and Zhenmei Shi and Zhao Song and Chiwun Yang}, year = {2024}, eprint = {2412.06061}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.06061v1}, }