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| Smooth Nested Simulation: Bridging Cubic and Square Root Convergence Rates in High Dimensions | Jan 9, 2022 | ManagementUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification Techniques for Space Weather Modeling: Thermospheric Density Application | Jan 6, 2022 | Collision AvoidancePrediction Intervals | —Unverified | 0 |
| Bayesian Neural Hawkes Process for Event Uncertainty Prediction | Dec 29, 2021 | Decision MakingPoint Processes | —Unverified | 0 |
| Wasserstein Generative Learning of Conditional Distribution | Dec 19, 2021 | Density EstimationImage Generation | CodeCode Available | 0 |
| Variational Bayes for high-dimensional proportional hazards models with applications within gene expression | Dec 19, 2021 | Uncertainty QuantificationVariable Selection | CodeCode Available | 0 |
| QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results | Dec 19, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| A data-centric weak supervised learning for highway traffic incident detection | Dec 17, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Benchmarking Uncertainty Quantification on Biosignal Classification Tasks under Dataset Shift | Dec 16, 2021 | BenchmarkingClassification | —Unverified | 0 |
| Bayesian Graph Contrastive Learning | Dec 15, 2021 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
