| Estimating and Assessing Differential Equation Models with Time-Course Data | Dec 20, 2022 | Numerical IntegrationUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification of MLE for Entity Ranking with Covariates | Dec 20, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Scalable Bayesian Uncertainty Quantification for Neural Network Potentials: Promise and Pitfalls | Dec 15, 2022 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Demonstration of machine-learning-enhanced Bayesian quantum state estimation | Dec 15, 2022 | Experimental DesignQuantum State Tomography | —Unverified | 0 |
| Generative structured normalizing flow Gaussian processes applied to spectroscopic data | Dec 14, 2022 | Gaussian ProcessesUncertainty Quantification | —Unverified | 0 |
| Error-Aware B-PINNs: Improving Uncertainty Quantification in Bayesian Physics-Informed Neural Networks | Dec 14, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification for Deep Neural Networks: An Empirical Comparison and Usage Guidelines | Dec 14, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Post-hoc Uncertainty Learning using a Dirichlet Meta-Model | Dec 14, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation | Dec 13, 2022 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization | Dec 9, 2022 | Decision Makingmotion prediction | —Unverified | 0 |
