Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling. - Giorgio Giannone; Guangxuan Xu; Nikhil Shivakumar Nayak; Rohan Mahesh Awhad; Shivchander Sudalairaj; Kai Xu 016; Akash Srivastava (CoRR, 2025)