@article{tightsamplecomplexityoftransformers, title = {Tight Sample Complexity of Transformers}, author = {Chenxiao Yang and Nathan Srebro and Zhiyuan Li}, year = {2026}, eprint = {2606.09731}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.09731}, }