Browse State-of-the-Art › Uncertainty Quantification › Papers, page 19

Uncertainty Quantification

Papers archive 2025-07-28

archive papers tagged: 2,366 · with a code link: 832 · where Syntology ran a sample: 220 (179 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (220 of 2,366 tagged: 179 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument)

Page 19 of 24: papers 1,801 to 1,900 of 2,366, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Prediction and Uncertainty Quantification of SAFARI-1 Axial Neutron Flux Profiles with Neural Networks
  16 Nov 2022 0 repositories listed
• Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression
  11 Nov 2022 0 repositories listed
• Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models
  11 Nov 2022 0 repositories listed
• 4DVarNet-SSH: end-to-end learning of variational interpolation schemes for nadir and wide-swath satellite altimetry
  10 Nov 2022 0 repositories listed
• Robust DNN Surrogate Models with Uncertainty Quantification via Adversarial Training
  10 Nov 2022 0 repositories listed
• Sparse Bayesian Lasso via a Variable-Coefficient ℓ₁ Penalty
  9 Nov 2022 0 repositories listed
• Gradient-enhanced deep neural network approximations
  8 Nov 2022 0 repositories listed
• Uncertainty Quantification for Atlas-Level Cell Type Transfer
  7 Nov 2022 0 repositories listed
• Multi-output Gaussian processes for inverse uncertainty quantification in neutron noise analysis
  4 Nov 2022 0 repositories listed
• Conformal Prediction for STL Runtime Verification
  3 Nov 2022 0 repositories listed
• Quantifying Model Uncertainty for Semantic Segmentation using Operators in the RKHS
  3 Nov 2022 0 repositories listed
• Uncertainty Quantification for Rule-Based Models
  3 Nov 2022 0 repositories listed
• Where Do We Go From Here? Guidelines For Offline Recommender Evaluation
  2 Nov 2022 0 repositories listed
• Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian
  1 Nov 2022 0 repositories listed
• Evaluating Point-Prediction Uncertainties in Neural Networks for Drug Discovery
  31 Oct 2022 0 repositories listed
• Homodyned K-distribution: parameter estimation and uncertainty quantification using Bayesian neural networks
  31 Oct 2022 0 repositories listed
• SIMPLE-RC: Group Network Inference with Non-Sharp Nulls and Weak Signals
  31 Oct 2022 0 repositories listed
• A view on model misspecification in uncertainty quantification
  30 Oct 2022 0 repositories listed
• SoftBart: Soft Bayesian Additive Regression Trees
  28 Oct 2022 0 repositories listed
• Strategic Geosteeering Workflow with Uncertainty Quantification and Deep Learning: A Case Study on the Goliat Field
  27 Oct 2022 0 repositories listed
• Segmentation of Bruch's Membrane in retinal OCT with AMD using anatomical priors and uncertainty quantification
  26 Oct 2022 0 repositories listed
• Combined Data and Deep Learning Model Uncertainties: An Application to the Measurement of Solid Fuel Regression Rate
  25 Oct 2022 0 repositories listed
• Stable Deep MRI Reconstruction using Generative Priors
  25 Oct 2022 0 repositories listed
• SleepMore: Inferring Sleep Duration at Scale via Multi-Device WiFi Sensing
  24 Oct 2022 0 repositories listed
• Bayesian deep learning framework for uncertainty quantification in high dimensions
  21 Oct 2022 0 repositories listed
• An out-of-distribution discriminator based on Bayesian neural network epistemic uncertainty
  18 Oct 2022 0 repositories listed
• Uncertainty in Extreme Multi-label Classification
  18 Oct 2022 0 repositories listed
• Conditional Neural Processes for Molecules
  17 Oct 2022 0 repositories listed
• Deep Learning Aided Laplace Based Bayesian Inference for Epidemiological Systems
  17 Oct 2022 0 repositories listed
• Posterior Regularized Bayesian Neural Network Incorporating Soft and Hard Knowledge Constraints
  16 Oct 2022 0 repositories listed
• Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes
  14 Oct 2022 0 repositories listed
• Uncertainty Quantification and Sensitivity analysis for Digital Twin Enabling Technology: Application for BISON Fuel Performance Code
  14 Oct 2022 0 repositories listed
• Learning Multivariate CDFs and Copulas using Tensor Factorization
  13 Oct 2022 0 repositories listed
• JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks
  12 Oct 2022 0 repositories listed
• Quantifying Uncertainty with Probabilistic Machine Learning Modeling in Wireless Sensing
  12 Oct 2022 0 repositories listed
• Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing
  10 Oct 2022 0 repositories listed
• Uncertainty Quantification in Synthetic Controls with Staggered Treatment Adoption
  10 Oct 2022 0 repositories listed
• Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis
  5 Oct 2022 0 repositories listed
• Multi-fidelity Monte Carlo: a pseudo-marginal approach
  4 Oct 2022 0 repositories listed
• Meta-Learning Priors for Safe Bayesian Optimization
  3 Oct 2022 0 repositories listed
• Causal Estimation for Text Data with (Apparent) Overlap Violations
  30 Sep 2022 0 repositories listed
• Leveraging Industry 4.0 -- Deep Learning, Surrogate Model and Transfer Learning with Uncertainty Quantification Incorporated into Digital Twin for Nuclear System
  30 Sep 2022 0 repositories listed
• Φ-DVAE: Physics-Informed Dynamical Variational Autoencoders for Unstructured Data Assimilation
  30 Sep 2022 0 repositories listed
• Physically Meaningful Uncertainty Quantification in Probabilistic Wind Turbine Power Curve Models as a Damage Sensitive Feature
  30 Sep 2022 0 repositories listed
• Label Noise Robustness of Conformal Prediction
  28 Sep 2022 0 repositories listed
• SGTM 2.0: Autonomously Untangling Long Cables using Interactive Perception
  27 Sep 2022 0 repositories listed
• Scalable Gaussian Process Hyperparameter Optimization via Coverage Regularization
  22 Sep 2022 0 repositories listed
• Uncertainty-aware Perception Models for Off-road Autonomous Unmanned Ground Vehicles
  22 Sep 2022 0 repositories listed
• Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation
  20 Sep 2022 0 repositories listed
• Probabilistic Dalek -- Emulator framework with probabilistic prediction for supernova tomography
  20 Sep 2022 0 repositories listed
• Density-aware NeRF Ensembles: Quantifying Predictive Uncertainty in Neural Radiance Fields
  19 Sep 2022 0 repositories listed
• Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems
  18 Sep 2022 0 repositories listed
• Sample-based Uncertainty Quantification with a Single Deterministic Neural Network
  17 Sep 2022 0 repositories listed
• Towards Improving Calibration in Object Detection Under Domain Shift
  15 Sep 2022 0 repositories listed
• TEDL: A Two-stage Evidential Deep Learning Method for Classification Uncertainty Quantification
  12 Sep 2022 0 repositories listed
• Conformal Methods for Quantifying Uncertainty in Spatiotemporal Data: A Survey
  8 Sep 2022 0 repositories listed
• Bayesian Neural Network Inference via Implicit Models and the Posterior Predictive Distribution
  6 Sep 2022 0 repositories listed
• A Comprehensive Review of Digital Twin -- Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives
  27 Aug 2022 0 repositories listed
• A Comprehensive Review of Digital Twin -- Part 1: Modeling and Twinning Enabling Technologies
  26 Aug 2022 0 repositories listed
• Sub-aperture SAR Imaging with Uncertainty Quantification
  25 Aug 2022 0 repositories listed
• Calibrated and Enhanced NRLMSIS 2.0 Model with Uncertainty Quantification
  24 Aug 2022 0 repositories listed
• Beta-Sorted Portfolios
  23 Aug 2022 0 repositories listed
• Building Robust Machine Learning Models for Small Chemical Science Data: The Case of Shear Viscosity
  23 Aug 2022 0 repositories listed
• Monte Carlo is a good sampling strategy for polynomial approximation in high dimensions
  18 Aug 2022 0 repositories listed
• Optimal Energy Management in Autonomous Power Systems with Probabilistic Security Constraints and Adaptive Frequency Control
  18 Aug 2022 0 repositories listed
• Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics
  17 Aug 2022 0 repositories listed
• Multi-fidelity wavelet neural operator with application to uncertainty quantification
  11 Aug 2022 0 repositories listed
• Uncertainty Quantification for Traffic Forecasting: A Unified Approach
  11 Aug 2022 0 repositories listed
• A Model-Constrained Tangent Slope Learning Approach for Dynamical Systems
  9 Aug 2022 0 repositories listed
• Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
  5 Aug 2022 0 repositories listed
• Interpretable Uncertainty Quantification in AI for HEP
  5 Aug 2022 0 repositories listed
• Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs
  2 Aug 2022 0 repositories listed
• Conformal Prediction Bands for Two-Dimensional Functional Time Series
  27 Jul 2022 0 repositories listed
• Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control
  27 Jul 2022 0 repositories listed
• Towards Clear Expectations for Uncertainty Estimation
  27 Jul 2022 0 repositories listed
• Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers
  23 Jul 2022 0 repositories listed
• Complementing Semi-Supervised Learning with Uncertainty Quantification
  22 Jul 2022 0 repositories listed
• Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
  22 Jul 2022 0 repositories listed
• Bayesian Evidential Learning for Few-Shot Classification
  19 Jul 2022 0 repositories listed
• Distributed Safe Learning and Planning for Multi-robot Systems
  16 Jul 2022 0 repositories listed
• What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization
  11 Jul 2022 0 repositories listed
• Uncertainty-Aware Mixed-Variable Machine Learning for Materials Design
  11 Jul 2022 0 repositories listed
• Chilled Sampling for Uncertainty Quantification: A Motivation From A Meteorological Inverse Problem
  7 Jul 2022 0 repositories listed
• PAC Prediction Sets for Meta-Learning
  6 Jul 2022 0 repositories listed
• Uncertainty Quantification for Deep Unrolling-Based Computational Imaging
  2 Jul 2022 0 repositories listed
• Quantification of Deep Neural Network Prediction Uncertainties for VVUQ of Machine Learning Models
  27 Jun 2022 0 repositories listed
• Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection
  26 Jun 2022 0 repositories listed
• Sequential image recovery using joint hierarchical Bayesian learning
  25 Jun 2022 0 repositories listed
• Three Applications of Conformal Prediction for Rating Breast Density in Mammography
  23 Jun 2022 0 repositories listed
• Uncertainty Quantification for Competency Assessment of Autonomous Agents
  21 Jun 2022 0 repositories listed
• Quantifying Uncertainty In Traffic State Estimation Using Generative Adversarial Networks
  19 Jun 2022 0 repositories listed
• Nonparametric Multi-shape Modeling with Uncertainty Quantification
  18 Jun 2022 0 repositories listed
• Photoelectric Factor Prediction Using Automated Learning and Uncertainty Quantification
  17 Jun 2022 0 repositories listed
• Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift
  17 Jun 2022 0 repositories listed
• Epistemic Deep Learning
  15 Jun 2022 0 repositories listed
• Federated Data Analytics: A Study on Linear Models
  15 Jun 2022 0 repositories listed
• Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading
  15 Jun 2022 0 repositories listed
• Density Regression and Uncertainty Quantification with Bayesian Deep Noise Neural Networks
  12 Jun 2022 0 repositories listed
• Evaluating Aleatoric Uncertainty via Conditional Generative Models
  9 Jun 2022 0 repositories listed
• Benchmarking Bayesian neural networks and evaluation metrics for regression tasks
  8 Jun 2022 0 repositories listed