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Uncertainty Quantification

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Showing 601–625 of 2366 papers

TitleStatusHype
Real-Time Stochastic Terrain Mapping and Processing for Autonomous Safe Landing—0
SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural NetworksCode0
Harnessing On-Machine Metrology Data for Prints with a Surrogate Model for Laser Powder Directed Energy Deposition—0
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking over Wireless Sensor Networks—0
Uncertainty Quantification in Seismic Inversion Through Integrated Importance Sampling and Ensemble Methods—0
Stratospheric aerosol source inversion: Noise, variability, and uncertainty quantification—0
A Primer on Variational Inference for Physics-Informed Deep Generative Modelling—0
Modelling Global Trade with Optimal TransportCode1
CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty QuantificationCode0
K-Fold Causal BART for CATE Estimation—0
Predicting Critical Heat Flux with Uncertainty Quantification and Domain Generalization Using Conditional Variational Autoencoders and Deep Neural Networks—0
Inference for Large Scale Regression Models with Dependent Errors—0
SEF: A Method for Computing Prediction Intervals by Shifting the Error Function in Neural Networks—0
Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression LabelsCode1
CUQ-GNN: Committee-based Graph Uncertainty Quantification using Posterior NetworksCode0
MaskVal: Simple but Effective Uncertainty Quantification for 6D Pose Estimation—0
Non-stationary and Sparsely-correlated Multi-output Gaussian Process with Spike-and-Slab Prior—0
Tensor network square root Kalman filter for online Gaussian process regression—0
Prediction Accuracy & Reliability: Classification and Object Localization under Distribution Shift—0
Reservoir Static Property Estimation Using Nearest-Neighbor Neural Network—0
(Implicit) Ensembles of Ensembles: Epistemic Uncertainty Collapse in Large Models—0
Conformal Prediction in Dynamic Biological Systems—0
Uncertainty Quantification Using Ensemble Learning and Monte Carlo Sampling for Performance Prediction and Monitoring in Cell Culture Processes—0
Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image ClassificationCode1
Formal Verification and Control with Conformal Prediction—0
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