APA (7th ed.) Citation

Puri, I., Sudalairaj, S., Xu, G., Xu, K., & Srivastava, A. (2025). Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods.

Chicago Style (17th ed.) Citation

Puri, Isha, Shivchander Sudalairaj, Guangxuan Xu, Kai Xu, and Akash Srivastava. Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs Using Particle-Based Monte Carlo Methods. 2025.

MLA (9th ed.) Citation

Puri, Isha, et al. Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs Using Particle-Based Monte Carlo Methods. 2025.