| Risk Controlled Image Retrieval | Jul 14, 2023 | Image RetrievalModel Selection | CodeCode Available | 0 |
| Synthetic data, real errors: how (not) to publish and use synthetic data | May 16, 2023 | Uncertainty Quantification | CodeCode Available | 0 |
| Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry | Nov 23, 2021 | ManagementUncertainty Quantification | CodeCode Available | 0 |
| Data-driven reduced-order modelling for blood flow simulations with geometry-informed snapshots | Feb 21, 2023 | Computational EfficiencyUncertainty Quantification | CodeCode Available | 0 |
| Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods | May 8, 2023 | parameter estimationUncertainty Quantification | CodeCode Available | 0 |
| Robust and Conjugate Gaussian Process Regression | Nov 1, 2023 | Bayesian InferenceBayesian Optimisation | CodeCode Available | 0 |
| Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental Design | Mar 14, 2022 | Experimental Designparameter estimation | CodeCode Available | 0 |
| Robust and Conjugate Spatio-Temporal Gaussian Processes | Feb 4, 2025 | Gaussian ProcessesUncertainty Quantification | CodeCode Available | 0 |
| Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification | Oct 23, 2024 | Domain AdaptationUncertainty Quantification | CodeCode Available | 0 |
| A practical guide to pseudo-marginal methods for computational inference in systems biology | Dec 28, 2019 | Uncertainty Quantification | CodeCode Available | 0 |
| Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation | May 20, 2021 | Causal DiscoveryUncertainty Quantification | CodeCode Available | 0 |
| Approximate Message Passing for Bayesian Neural Networks | Jan 26, 2025 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
| Neural State-Space Models: Empirical Evaluation of Uncertainty Quantification | Apr 13, 2023 | Deep LearningState Space Models | CodeCode Available | 0 |
| Robust Classification by Coupling Data Mollification with Label Smoothing | Jun 3, 2024 | Data AugmentationRobust classification | CodeCode Available | 0 |
| Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free Prediction | Mar 28, 2024 | Decision MakingUncertainty Quantification | CodeCode Available | 0 |
| Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball | Aug 24, 2021 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
