| Advanced Stationary and Non-Stationary Kernel Designs for Domain-Aware Gaussian Processes | Feb 5, 2021 | Gaussian Processesregression | —Unverified | 0 |
| Bayesian data-driven discovery of partial differential equations with variable coefficients | Feb 2, 2021 | Bayesian InferenceModel Selection | —Unverified | 0 |
| Gaussian Experts Selection using Graphical Models | Feb 2, 2021 | Gaussian ProcessesUncertainty Quantification | —Unverified | 0 |
| Differentiable sampling of molecular geometries with uncertainty-based adversarial attacks | Jan 27, 2021 | Active LearningUncertainty Quantification | CodeCode Available | 1 |
| Ensemble learning and iterative training (ELIT) machine learning: applications towards uncertainty quantification and automated experiment in atom-resolved microscopy | Jan 21, 2021 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Autonomous synthesis of metastable materials | Jan 19, 2021 | Active LearningEfficient Exploration | —Unverified | 0 |
| Deep neural network surrogates for non-smooth quantities of interest in shape uncertainty quantification | Jan 18, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI | Jan 18, 2021 | regressionUncertainty Quantification | CodeCode Available | 0 |
| Parameter inference in a computational model of hemodynamics in pulmonary hypertension | Jan 15, 2021 | Clinical KnowledgeTime Series | —Unverified | 0 |
| A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC | Jan 15, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
