| Sub-aperture SAR Imaging with Uncertainty Quantification | Aug 25, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Calibrated and Enhanced NRLMSIS 2.0 Model with Uncertainty Quantification | Aug 24, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Building Robust Machine Learning Models for Small Chemical Science Data: The Case of Shear Viscosity | Aug 23, 2022 | GPRModel Selection | —Unverified | 0 |
| Beta-Sorted Portfolios | Aug 23, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Optimal Energy Management in Autonomous Power Systems with Probabilistic Security Constraints and Adaptive Frequency Control | Aug 18, 2022 | energy managementManagement | —Unverified | 0 |
| Monte Carlo is a good sampling strategy for polynomial approximation in high dimensions | Aug 18, 2022 | compressed sensingUncertainty Quantification | —Unverified | 0 |
| Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics | Aug 17, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Multi-fidelity wavelet neural operator with application to uncertainty quantification | Aug 11, 2022 | Operator learningUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks | Aug 11, 2022 | Graph Neural NetworkUncertainty Quantification | CodeCode Available | 1 |
| Semi-automatic tuning of coupled climate models with multiple intrinsic timescales: lessons learned from the Lorenz96 model | Aug 11, 2022 | SpecificityUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification for Traffic Forecasting: A Unified Approach | Aug 11, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Model-Constrained Tangent Slope Learning Approach for Dynamical Systems | Aug 9, 2022 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data | Aug 8, 2022 | Decision MakingImage Reconstruction | CodeCode Available | 0 |
| Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation | Aug 5, 2022 | HippocampusLesion Segmentation | —Unverified | 0 |
| Interpretable Uncertainty Quantification in AI for HEP | Aug 5, 2022 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs | Aug 2, 2022 | Gaussian ProcessesUncertainty Quantification | —Unverified | 0 |
| Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control | Jul 27, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Conformal Prediction Bands for Two-Dimensional Functional Time Series | Jul 27, 2022 | Conformal PredictionPrediction | —Unverified | 0 |
| Towards Clear Expectations for Uncertainty Estimation | Jul 27, 2022 | Uncertainty Quantification | —Unverified | 0 |
| MAPIE: an open-source library for distribution-free uncertainty quantification | Jul 25, 2022 | Conformal PredictionMulti-class Classification | CodeCode Available | 3 |
| Multiscale Neural Operator: Learning Fast and Grid-independent PDE Solvers | Jul 23, 2022 | Operator learningUncertainty Quantification | —Unverified | 0 |
| Complementing Semi-Supervised Learning with Uncertainty Quantification | Jul 22, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection | Jul 22, 2022 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| JAWS: Auditing Predictive Uncertainty Under Covariate Shift | Jul 21, 2022 | Uncertainty Quantification | CodeCode Available | 0 |
| Semantic uncertainty intervals for disentangled latent spaces | Jul 20, 2022 | Image Super-Resolutionquantile regression | CodeCode Available | 0 |
