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Uncertainty Quantification

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Showing 2326–2350 of 2366 papers

TitleStatusHype
Representing and extending ensembles of parsimonious evolutionary histories with a directed acyclic graphCode0
Multi-model Ensemble Conformal Prediction in Dynamic EnvironmentsCode0
Uncertainty Aware Tropical Cyclone Wind Speed Estimation from Satellite DataCode0
Subsurface Characterization using Ensemble-based Approaches with Deep Generative ModelsCode0
Calibrated Computation-Aware Gaussian ProcessesCode0
Bayesian Continual Learning via Spiking Neural NetworksCode0
Multi-Source Conformal Inference Under Distribution ShiftCode0
Supervised Kernel ThinningCode0
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing SymmetriesCode0
Supervised Uncertainty Quantification for Segmentation with Multiple AnnotationsCode0
A Priori Uncertainty Quantification of Reacting Turbulence Closure Models using Bayesian Neural NetworksCode0
Revisiting Bayesian Autoencoders with MCMCCode0
Debiased Bayesian inference for average treatment effectsCode0
Surrogate-assisted Bayesian inversion for landscape and basin evolution modelsCode0
Building Conformal Prediction Intervals with Approximate Message PassingCode0
Surrogate-assisted parallel tempering for Bayesian neural learningCode0
Bayesian Concept Bottleneck Models with LLM PriorsCode0
SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival AnalysisCode0
Rigid Transformations for Stabilized Lower Dimensional Space to Support Subsurface Uncertainty Quantification and InterpretationCode0
SweiNet: Deep Learning Based Uncertainty Quantification for Ultrasound Shear Wave Elasticity ImagingCode0
Bayesian computation with generative diffusion models by Multilevel Monte CarloCode0
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented GenerationCode0
Nearest Neighbor Dirichlet MixturesCode0
Measuring Uncertainty through Bayesian Learning of Deep Neural Network StructureCode0
Data Lifecycle Management in Evolving Input Distributions for Learning-based Aerospace ApplicationsCode0
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