| Uncertainty estimation for molecular dynamics and sampling | Nov 10, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 |
| Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging | Nov 10, 2020 | Uncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification in Extreme Learning Machine: Analytical Developments, Variance Estimates and Confidence Intervals | Nov 3, 2020 | Uncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification of Darcy Flow through Porous Media using Deep Gaussian Process | Nov 3, 2020 | Dimensionality ReductionGaussian Processes | —Unverified | 0 |
| Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging | Oct 27, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Incorporating Interpretable Output Constraints in Bayesian Neural Networks | Oct 21, 2020 | FairnessUncertainty Quantification | CodeCode Available | 1 |
| Reweighting samples under covariate shift using a Wasserstein distance criterion | Oct 19, 2020 | Uncertainty Quantification | —Unverified | 0 |
| KrigHedge: Gaussian Process Surrogates for Delta Hedging | Oct 16, 2020 | LEMMAUncertainty Quantification | CodeCode Available | 0 |
| Scaling Hamiltonian Monte Carlo Inference for Bayesian Neural Networks with Symmetric Splitting | Oct 14, 2020 | GPUUncertainty Quantification | CodeCode Available | 1 |
| Emulator-based global sensitivity analysis for flow-like landslide run-out models | Oct 8, 2020 | FrictionSensitivity | —Unverified | 0 |
