best-of-n sampling

3 papers

• Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
• LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits
• Rethinking Optimal Verification Granularity for Compute-Efficient Test-Time Scaling