| Binscatter Regressions | Feb 25, 2019 | quantile regressionregression | CodeCode Available | 0 |
| UQ-CHI: An Uncertainty Quantification-Based Contemporaneous Health Index for Degenerative Disease Monitoring | Feb 21, 2019 | Decision MakingManagement | —Unverified | 0 |
| A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime | Feb 11, 2019 | Small Data Image ClassificationUncertainty Quantification | CodeCode Available | 0 |
| Predictive Uncertainty Quantification with Compound Density Networks | Feb 4, 2019 | Bayesian InferenceUncertainty Quantification | —Unverified | 0 |
| Bayesian semi-supervised learning for uncertainty-calibrated prediction of molecular properties and active learning | Feb 3, 2019 | Active LearningDrug Discovery | —Unverified | 0 |
| Uncertainty Quantification in Deep MRI Reconstruction | Jan 31, 2019 | DiagnosticMRI Reconstruction | —Unverified | 0 |
| Bayesian active learning for optimization and uncertainty quantification in protein docking | Jan 31, 2019 | Active LearningBinary Classification | CodeCode Available | 0 |
| Coupling the reduced-order model and the generative model for an importance sampling estimator | Jan 23, 2019 | Dimensionality Reductionmodel | —Unverified | 0 |
| Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data | Jan 18, 2019 | Small Data Image ClassificationUncertainty Quantification | CodeCode Available | 0 |
| Modeling and inference of spatio-temporal protein dynamics across brain networks | Jan 18, 2019 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
