@article{learningontransformersisprovablelowrank, title = {Learning on Transformers is Provable Low-Rank and Sparse: A One-layer Analysis}, author = {Hongkang Li and Meng Wang and Shuai Zhang and Sijia Liu and Pin-Yu Chen}, year = {2024}, eprint = {2406.17167}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2406.17167v1}, }