| Accelerating Markov Random Field Inference with Uncertainty Quantification | Aug 2, 2021 | GPUHigh-Level Synthesis | —Unverified | 0 |
| Nonparametric posterior learning for emission tomography with multimodal data | Jul 29, 2021 | Data AugmentationUncertainty Quantification | —Unverified | 0 |
| Quantifying Uncertainty for Machine Learning Based Diagnostic | Jul 29, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Lyapunov-based uncertainty-aware safe reinforcement learning | Jul 29, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Uncertainty-Aware Credit Card Fraud Detection Using Deep Learning | Jul 28, 2021 | Deep LearningFraud Detection | —Unverified | 0 |
| Sparse Bayesian Deep Learning for Dynamic System Identification | Jul 27, 2021 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |
| Subset selection for linear mixed models | Jul 27, 2021 | Uncertainty Quantification | —Unverified | 0 |
| An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products | Jul 24, 2021 | Defect Detectionimage-classification | —Unverified | 0 |
| Bagging, optimized dynamic mode decomposition (BOP-DMD) for robust, stable forecasting with spatial and temporal uncertainty-quantification | Jul 22, 2021 | regressionUncertainty Quantification | CodeCode Available | 0 |
| Deep Adaptive Arbitrary Polynomial Chaos Expansion: A Mini-data-driven Semi-supervised Method for Uncertainty Quantification | Jul 22, 2021 | Dimensionality ReductionUncertainty Quantification | CodeCode Available | 0 |
