Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling
Paper
• 2601.22636 • Published
• 22
Yedidia AGNIMO
YedsonUQ
AI & ML interests
[Uncertainty Quantification, "Hallucinations"] in LLMs, Federated Learning
Recent Activity
upvoted a paper about 1 month ago
Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling upvoted a paper about 1 month ago
Reinforcement World Model Learning for LLM-based Agents upvoted a paper about 1 month ago
Reinforced Attention Learning Organizations
None yet
upvoted 9 papers about 1 month ago
Reinforcement World Model Learning for LLM-based Agents
Paper
• 2602.05842 • Published
• 27
Reinforced Attention Learning
Paper
• 2602.04884 • Published
• 28
F-GRPO: Don't Let Your Policy Learn the Obvious and Forget the Rare
Paper
• 2602.06717 • Published
• 72
CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty
Paper
• 2601.22027 • Published
• 83
Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation
Paper
• 2512.24271 • Published
• 63
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs
Paper
• 2601.17058 • Published
• 190
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation
Paper
• 2601.20614 • Published
• 120
Agentic Reasoning for Large Language Models
Paper
• 2601.12538 • Published
• 201
updated a dataset about 1 month ago
updated a collection 2 months ago
upvoted 2 papers 2 months ago
updated a collection 2 months ago
upvoted a paper 2 months ago
updated a collection 2 months ago
upvoted a paper 2 months ago
updated 2 collections 2 months ago