| SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification | May 23, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Scalable Quasi-Bayesian Inference for Instrumental Variable Regression | May 21, 2021 | Bayesian Inferenceregression | —Unverified | 0 |
| Covariance-Free Sparse Bayesian Learning | May 21, 2021 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Laplace Redux - Effortless Bayesian Deep Learning | May 21, 2021 | Deep LearningMisconceptions | —Unverified | 0 |
| 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 |
| Bayesian Deep Neural Networks for Supervised Learning of Single-View Depth | Apr 29, 2021 | Uncertainty Quantification | —Unverified | 0 |
