[논문리뷰] Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution SharpeningHaitham Bou Ammar이 arXiv에 게시한 'Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening' 논문에 대한 자세한 리뷰입니다.#Review#LLM Reasoning#Distribution Sharpening#Power Sampling#Training-Free#Monte Carlo Estimation#Jackknife Correction#Autoregressive Generation#Inference Efficiency2026년 1월 29일댓글 수 로딩 중
[논문리뷰] Reasoning with Sampling: Your Base Model is Smarter Than You ThinkarXiv에 게시된 'Reasoning with Sampling: Your Base Model is Smarter Than You Think' 논문에 대한 자세한 리뷰입니다.#Review#LLMs#MCMC#Sampling#Reasoning#Distribution Sharpening#Reinforcement Learning (RL)#Inference-time Optimization#Training-free2025년 10월 27일댓글 수 로딩 중