| Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task | Mar 28, 2023 | Bayesian InferenceBayesian Optimization | —Unverified | 0 |
| Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation | Mar 25, 2023 | Autonomous VehiclesConformal Prediction | —Unverified | 0 |
| Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification | Mar 23, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Solving High-Dimensional Inverse Problems with Auxiliary Uncertainty via Operator Learning with Limited Data | Mar 20, 2023 | Operator learningUncertainty Quantification | —Unverified | 0 |
| Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis | Mar 19, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review | Mar 18, 2023 | Uncertainty Quantification | —Unverified | 0 |
| Adaptive Modeling of Uncertainties for Traffic Forecasting | Mar 16, 2023 | ManagementPrediction | —Unverified | 0 |
| Application of probabilistic modeling and automated machine learning framework for high-dimensional stress field | Mar 15, 2023 | Uncertainty Quantification | —Unverified | 0 |
| Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review | Mar 14, 2023 | Experimental DesignUncertainty Quantification | —Unverified | 0 |
| Validation of uncertainty quantification metrics: a primer based on the consistency and adaptivity concepts | Mar 13, 2023 | Uncertainty Quantification | CodeCode Available | 0 |
