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
- llm-meets-statistics
- daily-paper
Tag
uncertainty
Posts collected under uncertainty.
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
- llm-meets-statistics
- daily-paper
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
- daily-paper
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
- llm-meets-statistics
- daily-paper