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upvoted a paper about 22 hours ago

Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening

Paper • 2601.21590 • Published 2 days ago • 10

upvoted a paper about 2 months ago

Model-Based and Sample-Efficient AI-Assisted Math Discovery in Sphere Packing

Paper • 2512.04829 • Published Dec 4, 2025 • 12

upvoted a paper 4 months ago

Rethinking Large Language Model Distillation: A Constrained Markov Decision Process Perspective

Paper • 2509.22921 • Published Sep 26, 2025 • 12

upvoted a paper 7 months ago

Bourbaki: Self-Generated and Goal-Conditioned MDPs for Theorem Proving

Paper • 2507.02726 • Published Jul 3, 2025 • 14