@article{certifiedselfconsistencystatisticalguara,
  title = {Certified Self-Consistency: Statistical Guarantees and Test-Time Training for Reliable Reasoning in LLMs},
  author = {Paula Cordero-Encinar and Andrew B. Duncan},
  year = {2025},
  eprint = {2510.17472},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.17472},
}