@article{aprobabilisticinferenceapproachto,
  title = {A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods},
  author = {Isha Puri and Shivchander Sudalairaj and Guangxuan Xu and Kai Xu and Akash Srivastava},
  year = {2025},
  eprint = {2502.01618},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.01618v2},
}