2026. 5. 26.research paper
A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
LLM을 분자 탐색용 Bayesian optimization surrogate로 쓸 때 필요한 확률적 불확실성 관점 정리
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llm-meets-statistics
Posts collected under llm-meets-statistics.
2026. 5. 25.research paper
The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs
LLM-as-a-judge를 사람 annotator 대체 가능성에 대한 통계적 검정 문제로 읽는 논문 정리
- llm-meets-statistics
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2026. 5. 22.research paper
SConU: Selective Conformal Uncertainty in Large Language Models
LLM conformal uncertainty를 exchangeability 검정과 conformal p-value 관점에서 읽는 논문 정리
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2026. 5. 19.research paper
Foundation models for time series forecasting: Application in conformal prediction
시계열 foundation model을 conformal prediction의 calibration 자원 배분 문제로 읽는 논문 정리
- llm-meets-statistics
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2026. 5. 18.research paper
Bias and Uncertainty in LLM-as-a-Judge Estimation
LLM-as-a-Judge 평가를 측정오차, 보정추정량, Youden's J 관점에서 이해하는 논문 정리
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