@article{universalapproximationtheoremforasinglel,
  title = {Universal Approximation Theorem for a Single-Layer Transformer},
  author = {Esmail Gumaan},
  year = {2025},
  eprint = {2507.10581},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.10581},
}