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Uncertainty Quantification

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Showing 2026–2050 of 2366 papers

TitleStatusHype
A data-driven epidemic model with social structure for understanding the COVID-19 infection on a heavily affected Italian Province—0
Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds—0
A Bayesian Multiscale Deep Learning Framework for Flows in Random MediaCode0
Bayesian Dynamical System Identification With Unified Sparsity Priors And Model Uncertainty—0
Distribution-free uncertainty quantification for classification under label shift—0
A Kernel Framework to Quantify a Model's Local Predictive Uncertainty under Data Distributional Shifts—0
Uncertainty Quantification by Ensemble Learning for Computational Optical Form Measurements—0
Learning Prediction Intervals for Regression: Generalization and Calibration—0
Sparse online variational Bayesian regressionCode0
Bayesian uncertainty quantification for data-driven equation learningCode0
MUSBO: Model-based Uncertainty Regularized and Sample Efficient Batch Optimization for Deployment Constrained Reinforcement Learning—0
Nonintrusive Uncertainty Quantification for automotive crash problems with VPS/Pamcrash—0
DeepGLEAM: A hybrid mechanistic and deep learning model for COVID-19 forecasting—0
STUaNet: Understanding uncertainty in spatiotemporal collective human mobility—0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Relational Dynamic Bayesian Network Modeling for Uncertainty Quantification and Propagation in Airline Disruption Management—0
Uncertainty quantification and exploration-exploitation trade-off in humans—0
Advanced Stationary and Non-Stationary Kernel Designs for Domain-Aware Gaussian Processes—0
Bayesian data-driven discovery of partial differential equations with variable coefficients—0
Gaussian Experts Selection using Graphical Models—0
Ensemble learning and iterative training (ELIT) machine learning: applications towards uncertainty quantification and automated experiment in atom-resolved microscopy—0
Autonomous synthesis of metastable materials—0
Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRICode0
Deep neural network surrogates for non-smooth quantities of interest in shape uncertainty quantification—0
A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC—0
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