| Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification | Nov 29, 2021 | BIG-bench Machine LearningUncertainty Quantification | —Unverified | 0 |
| Achieving an Accurate Random Process Model for PV Power using Cheap Data: Leveraging the SDE and Public Weather Reports | Nov 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors | Nov 26, 2021 | Model SelectionTime Series | —Unverified | 0 |
| Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry | Nov 23, 2021 | ManagementUncertainty Quantification | CodeCode Available | 0 |
| Aggregation of Models, Choices, Beliefs, and Preferences | Nov 23, 2021 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Probabilistic Deep Learning with Generalised Variational Inference | Nov 22, 2021 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations | Nov 22, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Exploring the Limits of Epistemic Uncertainty Quantification in Low-Shot Settings | Nov 18, 2021 | Out-of-Distribution DetectionUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach | Nov 17, 2021 | DiversityOpen-Ended Question Answering | —Unverified | 0 |
| Uncertainty quantification and inverse modeling for subsurface flow in 3D heterogeneous formations using a theory-guided convolutional encoder-decoder network | Nov 14, 2021 | Computational EfficiencyDecoder | —Unverified | 0 |
