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Uncertainty Quantification

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Showing 1151–1175 of 2366 papers

TitleStatusHype
Learning-Based Shielding for Safe Autonomy under Unknown Dynamics—0
Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification—0
IntraSeismic: a coordinate-based learning approach to seismic inversion—0
Intrinsic Gaussian Process on Unknown Manifolds with Probabilistic Metrics—0
Covariance-Free Sparse Bayesian Learning—0
A machine learning approach for efficient uncertainty quantification using multiscale methods—0
Learning Functional Priors and Posteriors from Data and Physics—0
Barrier Certificates for Unknown Systems with Latent States and Polynomial Dynamics using Bayesian Inference—0
Inverted Gaussian Process Optimization for Nonparametric Koopman Operator Discovery—0
Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging—0
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging—0
Investigating maximum likelihood based training of infinite mixtures for uncertainty quantification—0
Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra—0
Is MC Dropout Bayesian?—0
Accurate and Reliable Forecasting using Stochastic Differential Equations—0
JANET: Joint Adaptive predictioN-region Estimation for Time-series—0
Improved Calibration of Numerical Integration Error in Sigma-Point Filters—0
CUPS: Improving Human Pose-Shape Estimators with Conformalized Deep Uncertainty—0
Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming—0
Joint space-time wind field data extrapolation and uncertainty quantification using nonparametric Bayesian dictionary learning—0
Improved Active Learning via Dependent Leverage Score Sampling—0
JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks—0
KACQ-DCNN: Uncertainty-Aware Interpretable Kolmogorov-Arnold Classical-Quantum Dual-Channel Neural Network for Heart Disease Detection—0
Kernel-based Optimally Weighted Conformal Prediction Intervals—0
Conformal Robust Beamforming via Generative Channel Models—0
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