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Uncertainty Quantification

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TitleStatusHype
Probabilistic size-and-shape functional mixed models—0
LC-SVD-DLinear: A low-cost physics-based hybrid machine learning model for data forecasting using sparse measurements—0
Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification—0
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation—0
Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries—0
Quantile deep learning models for multi-step ahead time series predictionCode0
PaRCE: Probabilistic and Reconstruction-based Competency Estimation for CNN-based Image ClassificationCode0
Uncertainty Quantification in Working Memory via Moment Neural NetworksCode0
Epinet for Content Cold Start—0
Hierarchical Spatio-Temporal Uncertainty Quantification for Distributed Energy Adoption—0
Multivariate and Online Transfer Learning with Uncertainty Quantification—0
Fine-Grained Uncertainty Quantification via Collisions—0
Theoretical Foundations of Conformal Prediction—0
Uncertainty in Supply Chain Digital Twins: A Quantum-Classical Hybrid Approach—0
Melanoma Detection with Uncertainty Quantification—0
Counterfactual Uncertainty Quantification of Factual Estimand of Efficacy from Before-and-After Treatment Repeated Measures Randomized Controlled Trials—0
Inherently Interpretable and Uncertainty-Aware Models for Online Learning in Cyber-Security Problems—0
Sparse Bayesian Generative Modeling for Compressive SensingCode0
DeepUQ: Assessing the Aleatoric Uncertainties from two Deep Learning MethodsCode0
MSEG-VCUQ: Multimodal SEGmentation with Enhanced Vision Foundation Models, Convolutional Neural Networks, and Uncertainty Quantification for High-Speed Video Phase Detection DataCode0
Evidential time-to-event prediction with calibrated uncertainty quantification—0
Machine learning-enabled velocity model building with uncertainty quantification—0
Data-Driven Gradient Optimization for Field Emission Management in a Superconducting Radio-Frequency Linac—0
UQ of 2D Slab Burner DNS: Surrogates, Uncertainty Propagation, and Parameter Calibration—0
Variance-Aware Linear UCB with Deep Representation for Neural Contextual BanditsCode0
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