@article{provabletargetsamplecomplexityimprovemen,
  title = {Provable Target Sample Complexity Improvements as Pre-Trained Models Scale},
  author = {Kazuto Fukuchi and Ryuichiro Hataya and Kota Matsui},
  year = {2026},
  eprint = {2602.04233},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.04233},
}