| Physics-Informed Deep Learning: A Promising Technique for System Reliability Assessment | Aug 24, 2021 | Deep LearningManagement | —Unverified | 0 |
| MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification | Aug 24, 2021 | Breast Cancer Histology Image ClassificationClassification | 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 |
| Teaching Uncertainty Quantification in Machine Learning through Use Cases | Aug 19, 2021 | BIG-bench Machine LearningGeneral Knowledge | —Unverified | 0 |
| Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra | Aug 17, 2021 | Density EstimationOut-of-Distribution Detection | —Unverified | 0 |
| Uncertainty quantification for industrial design using dictionaries of reduced order models | Aug 9, 2021 | Uncertainty Quantification | —Unverified | 0 |
| A variational Bayesian spatial interaction model for estimating revenue and demand at business facilities | Aug 5, 2021 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach | Aug 5, 2021 | Domain GeneralizationImage Classification | —Unverified | 0 |
| Statistical Analysis of Wasserstein Distributionally Robust Estimators | Aug 4, 2021 | Uncertainty Quantification | —Unverified | 0 |
| Accelerating Markov Random Field Inference with Uncertainty Quantification | Aug 2, 2021 | GPUHigh-Level Synthesis | —Unverified | 0 |