@article{samplecomplexityandrepresentationability,
  title = {Sample Complexity and Representation Ability of Test-time Scaling Paradigms},
  author = {Baihe Huang and Shanda Li and Tianhao Wu and Yiming Yang and Ameet Talwalkar and Kannan Ramchandran and Michael I. Jordan and Jiantao Jiao},
  year = {2025},
  eprint = {2506.05295},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.05295v2},
}