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Uncertainty Quantification

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Showing 901–925 of 2366 papers

TitleStatusHype
Question Rephrasing for Quantifying Uncertainty in Large Language Models: Applications in Molecular Chemistry Tasks—0
NeurAM: nonlinear dimensionality reduction for uncertainty quantification through neural active manifolds—0
Flexible Bayesian Last Layer Models Using Implicit Priors and Diffusion Posterior Sampling—0
Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts—0
DUST: A Framework for Data-Driven Density Steering—0
Alpha-VI DeepONet: A prior-robust variational Bayesian approach for enhancing DeepONets with uncertainty quantification—0
Machine learning surrogates for efficient hydrologic modeling: Insights from stochastic simulations of managed aquifer recharge—0
Robust Conformal Volume Estimation in 3D Medical ImagesCode0
Machine Learning for Predicting Chaotic Systems—0
Uncertainty Quantification of Data Shapley via Statistical Inference—0
Bayesian meta learning for trustworthy uncertainty quantification—0
Interpreting artificial neural networks to detect genome-wide association signals for complex traitsCode0
Multi-group Uncertainty Quantification for Long-form Text Generation—0
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active SensingCode0
Sobolev neural network with residual weighting as a surrogate in linear and non-linear mechanics—0
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imagingCode0
Practical multi-fidelity machine learning: fusion of deterministic and Bayesian modelsCode0
Achieving Well-Informed Decision-Making in Drug Discovery: A Comprehensive Calibration Study using Neural Network-Based Structure-Activity ModelsCode0
Adaptive Uncertainty Quantification for Scenario-based Control Using Meta-learning of Bayesian Neural Networks—0
Conformal Thresholded Intervals for Efficient RegressionCode0
High-Dimensional Confidence Regions in Sparse MRI—0
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability—0
With or Without Replacement? Improving Confidence in Fourier Imaging—0
Deterministic Trajectory Optimization through Probabilistic Optimal Control—0
Non-Asymptotic Uncertainty Quantification in High-Dimensional LearningCode0
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