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태그: uncertainty
3건의 항목
2026년 6월 04일
Epistemic AI is Essential for ML Models to Truly Know When They Dont Know
paper/theory
uncertainty
epistemic-ai
credal-set
random-set
dempster-shafer
OOD
calibration
self-knowledge
imprecise-probability
2026년 6월 04일
Thinking Faithful and Stable - Mitigating Hallucinations in LLMs via Internal Consistency
LLM
hallucination
faithfulness
self-consistency
calibration
RLHF
reasoning
uncertainty
theory
arxiv-2511-15921
2026년 6월 04일
Uncertainty-Based Abstention in LLMs Improves Safety
paper
LLM
uncertainty
abstention
safety
hallucination
calibration
selective-prediction
trustworthy-AI
metacognition
training