| Conditional Prediction ROC Bands for Graph Classification | Oct 20, 2024 | ClassificationDrug Discovery | CodeCode Available | 0 |
| Bayesian score calibration for approximate models | Nov 10, 2022 | Bayesian Inferencescoring rule | CodeCode Available | 0 |
| Practical multi-fidelity machine learning: fusion of deterministic and Bayesian models | Jul 21, 2024 | Gaussian ProcessesTransfer Learning | CodeCode Available | 0 |
| A variational Bayes approach to debiased inference for low-dimensional parameters in high-dimensional linear regression | Jun 18, 2024 | Uncertainty Quantification | CodeCode Available | 0 |
| Bayesian Quantification with Black-Box Estimators | Feb 17, 2023 | Uncertainty Quantification | CodeCode Available | 0 |
| JAWS: Auditing Predictive Uncertainty Under Covariate Shift | Jul 21, 2022 | Uncertainty Quantification | CodeCode Available | 0 |
| Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification | Apr 29, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Conditional Injective Flows for Bayesian Imaging | Apr 15, 2022 | Image RestorationUncertainty Quantification | CodeCode Available | 0 |
| Active Subspace of Neural Networks: Structural Analysis and Universal Attacks | Oct 29, 2019 | Adversarial AttackUncertainty Quantification | CodeCode Available | 0 |
| Bayesian Parameter Estimation for Dynamical Models in Systems Biology | Apr 11, 2022 | parameter estimationUncertainty Quantification | CodeCode Available | 0 |