| An Active Learning Method for Diabetic Retinopathy Classification with Uncertainty Quantification | Dec 24, 2020 | Active LearningGeneral Classification | —Unverified | 0 |
| Uncertainty Bounds for Multivariate Machine Learning Predictions on High-Strain Brittle Fracture | Dec 23, 2020 | BIG-bench Machine LearningUncertainty Quantification | —Unverified | 0 |
| Wasserstein Dropout | Dec 23, 2020 | Object Detectionregression | CodeCode Available | 0 |
| Probabilistic Iterative Methods for Linear Systems | Dec 23, 2020 | Uncertainty Quantification | —Unverified | 0 |
| Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection | Dec 22, 2020 | Transfer LearningUncertainty Quantification | —Unverified | 0 |
| Alternating linear scheme in a Bayesian framework for low-rank tensor approximation | Dec 21, 2020 | Bayesian InferenceTensor Decomposition | —Unverified | 0 |
| Multi-fidelity Bayesian Neural Networks: Algorithms and Applications | Dec 19, 2020 | Active LearningUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification in Case of Imperfect Models: A Review | Dec 17, 2020 | Uncertainty Quantification | —Unverified | 0 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 |
| Masksembles for Uncertainty Estimation | Dec 15, 2020 | Classifier calibrationEnsemble Learning | CodeCode Available | 1 |
