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Uncertainty Quantification

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Showing 2126–2150 of 2366 papers

TitleStatusHype
Unsupervised Calibration under Covariate Shift—0
Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence FunctionsCode0
A Comparison of Uncertainty Estimation Approaches in Deep Learning Components for Autonomous Vehicle Applications—0
Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift—0
Hyperparameter Ensembles for Robustness and Uncertainty QuantificationCode0
Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence FunctionsCode0
A Deterministic Approximation to Neural SDEs—0
Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality—0
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty QuantificationCode0
Uncertainty Quantification for Inferring Hawkes Networks—0
Uncertainty quantification using martingales for misspecified Gaussian processesCode0
Fast Deep Mixtures of Gaussian Process Experts—0
Calibration of the von Wolffersdorff model using Genetic Algorithms—0
A generalized Bayes framework for probabilistic clustering—0
Achieving Equalized Odds by Resampling Sensitive AttributesCode0
Physics Informed Deep Kernel Learning—0
Bayesian Hidden Physics Models: Uncertainty Quantification for Discovery of Nonlinear Partial Differential Operators from Data—0
Sparse representation for damage identification of structural systems—0
Entropy-Regularized 2-Wasserstein Distance between Gaussian Measures—0
A probabilistic generative model for semi-supervised training of coarse-grained surrogates and enforcing physical constraints through virtual observablesCode0
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring—0
Semi-supervised deep learning for high-dimensional uncertainty quantification—0
Uncertainty Evaluation Metric for Brain Tumour Segmentation—0
Physically interpretable machine learning algorithm on multidimensional non-linear fields—0
Detecting Adversarial Examples for Speech Recognition via Uncertainty QuantificationCode0
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