@article{250610959, title = {Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods}, author = {Zhaiming Shen and Alexander Hsu and Rongjie Lai and Wenjing Liao}, year = {2025}, eprint = {2506.10959}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.10959v1}, }