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Uncertainty Quantification

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Showing 1951–1975 of 2366 papers

TitleStatusHype
Quantifying Uncertainty for Machine Learning Based Diagnostic—0
Lyapunov-based uncertainty-aware safe reinforcement learning—0
Nonparametric posterior learning for emission tomography with multimodal data—0
Uncertainty-Aware Credit Card Fraud Detection Using Deep Learning—0
Subset selection for linear mixed models—0
Sparse Bayesian Deep Learning for Dynamic System IdentificationCode0
An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products—0
Deep Adaptive Arbitrary Polynomial Chaos Expansion: A Mini-data-driven Semi-supervised Method for Uncertainty QuantificationCode0
Bagging, optimized dynamic mode decomposition (BOP-DMD) for robust, stable forecasting with spatial and temporal uncertainty-quantificationCode0
Ensemble-based Uncertainty Quantification: Bayesian versus Credal Inference—0
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions—0
Differentially Private Bayesian Neural Networks on Accuracy, Privacy and Reliability—0
Compressed particle methods for expensive models with application in Astronomy and Remote Sensing—0
Model Uncertainty and Correctability for Directed Graphical Models—0
Uncertainty Prediction for Machine Learning Models of Material Properties—0
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age ModelingCode0
Tracing Halpha Fibrils through Bayesian Deep Learning—0
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous DrivingCode0
HOMRS: High Order Metamorphic Relations Selector for Deep Neural Networks—0
L2M: Practical posterior Laplace approximation with optimization-driven second moment estimation—0
Gaussian Process Subspace Regression for Model ReductionCode0
Gradient-Based Quantification of Epistemic Uncertainty for Deep Object DetectorsCode0
Explainable AI (XAI) for PHM of Industrial Asset: A State-of-The-Art, PRISMA-Compliant Systematic Review—0
MD-split+: Practical Local Conformal Inference in High Dimensions—0
Evaluating subgroup disparity using epistemic uncertainty in mammography—0
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