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Uncertainty Quantification

Papers

Showing 361370 of 2366 papers

TitleStatusHype
Self-reflective Uncertainties: Do LLMs Know Their Internal Answer Distribution?0
Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks0
Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs0
Variational Deep Learning via Implicit Regularization0
Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees0
Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models0
WQLCP: Weighted Adaptive Conformal Prediction for Robust Uncertainty Quantification Under Distribution Shifts0
Optimal Conformal Prediction under Epistemic UncertaintyCode0
UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models0
Uncertainty Quantification for Physics-Informed Neural Networks with Extended Fiducial Inference0
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