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Uncertainty Quantification

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Showing 1126–1150 of 2366 papers

TitleStatusHype
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing—0
Conformal Uncertainty Quantification of Electricity Price Predictions for Risk-Averse Storage Arbitrage—0
Inferring power system dynamics from synchrophasor data using Gaussian processes—0
Continuum Limit of Posteriors in Graph Bayesian Inverse Problems—0
Influence of image segmentation on one-dimensional fluid dynamics predictions in the mouse pulmonary arteries—0
Influence of Material Parameter Variability on the Predicted Coronary Artery Biomechanical Environment via Uncertainty Quantification—0
Information-theoretic Analysis of Test Data Sensitivity in Uncertainty—0
Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection—0
Controlled Dropout for Uncertainty Estimation—0
Large-scale magnetic field maps using structured kernel interpolation for Gaussian process regression—0
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation—0
Integral Imprecise Probability Metrics—0
Integrating Generative and Physics-Based Models for Ptychographic Imaging with Uncertainty Quantification—0
LAPD: Langevin-Assisted Bayesian Active Learning for Physical Discovery—0
Integrating uncertainty quantification into randomized smoothing based robustness guarantees—0
Intent-Aware Probabilistic Trajectory Estimation for Collision Prediction with Uncertainty Quantification—0
Bayesian approach to model-based extrapolation of nuclear observables—0
Correcting for Interference in Experiments: A Case Study at Douyin—0
Interpretable Machine Learning for Discovery: Statistical Challenges \& Opportunities—0
Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification—0
A machine learning approach for efficient uncertainty quantification using multiscale methods—0
Laplace Redux - Effortless Bayesian Deep Learning—0
Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection—0
Measurement Error and Counterfactuals in Quantitative Trade and Spatial Models—0
Large Scale Probabilistic Simulation of Renewables Production—0
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