| Valuation of European Options under an Uncertain Market Price of Volatility Risk | May 20, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation | May 20, 2021 | Causal DiscoveryUncertainty Quantification | CodeCode Available | 0 |
| Interval Deep Learning for Uncertainty Quantification in Safety Applications | May 13, 2021 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| A Deep Learning-Accelerated Data Assimilation and Forecasting Workflow for Commercial-Scale Geologic Carbon Storage | May 9, 2021 | Decision MakingManagement | CodeCode Available | 0 |
| Uncertainty-aware INVASE: Enhanced Breast Cancer Diagnosis Feature Selection | May 4, 2021 | feature selectionUncertainty Quantification | CodeCode Available | 0 |
| Deep learning with self-supervision and uncertainty regularization to count fish in underwater images | Apr 30, 2021 | Crowd CountingDecision Making | CodeCode Available | 1 |
| Bayesian Deep Neural Networks for Supervised Learning of Single-View Depth | Apr 29, 2021 | Uncertainty Quantification | —Unverified | 0 |
| System identification using Bayesian neural networks with nonparametric noise models | Apr 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Numerical Methods for Nonlinear Partial Differential Equations | Apr 22, 2021 | Bayesian InferenceUncertainty Quantification | —Unverified | 0 |
| Bayesian subset selection and variable importance for interpretable prediction and classification | Apr 20, 2021 | Data CompressionGeneral Classification | —Unverified | 0 |
