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Uncertainty Quantification

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TitleStatusHype
Intent-Aware Probabilistic Trajectory Estimation for Collision Prediction with Uncertainty Quantification—0
Covariance-Free Sparse Bayesian Learning—0
Bayesian Causal Forests for Longitudinal Data: Assessing the Impact of Part-Time Work on Growth in High School Mathematics Achievement—0
Coupling the reduced-order model and the generative model for an importance sampling estimator—0
Counterfactual Uncertainty Quantification of Factual Estimand of Efficacy from Before-and-After Treatment Repeated Measures Randomized Controlled Trials—0
Adaptive Modeling of Uncertainties for Traffic Forecasting—0
Interpretable Machine Learning for Discovery: Statistical Challenges \& Opportunities—0
Interval Deep Learning for Uncertainty Quantification in Safety Applications—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
Measurement Error and Counterfactuals in Quantitative Trade and Spatial Models—0
Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection—0
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks—0
Correcting for Interference in Experiments: A Case Study at Douyin—0
Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants—0
Information-theoretic Analysis of Test Data Sensitivity in Uncertainty—0
Bayesian approach to model-based extrapolation of nuclear observables—0
Influence of image segmentation on one-dimensional fluid dynamics predictions in the mouse pulmonary arteries—0
Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery—0
Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles—0
Adaptive Elicitation of Latent Information Using Natural Language—0
Influence of Material Parameter Variability on the Predicted Coronary Artery Biomechanical Environment via Uncertainty Quantification—0
Controlled Dropout for Uncertainty Estimation—0
Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation—0
Bayesian Analysis for Over-parameterized Linear Model via Effective Spectra—0
Continuum Limit of Posteriors in Graph Bayesian Inverse Problems—0
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