| Fast Uncertainty Estimates in Deep Learning Interatomic Potentials | Nov 17, 2022 | Active LearningDeep Learning | —Unverified | 0 |
| ACon^2: Adaptive Conformal Consensus for Provable Blockchain Oracles | Nov 17, 2022 | Uncertainty Quantification | CodeCode Available | 0 |
| Prediction and Uncertainty Quantification of SAFARI-1 Axial Neutron Flux Profiles with Neural Networks | Nov 16, 2022 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| The Implicit Delta Method | Nov 11, 2022 | Uncertainty Quantification | CodeCode Available | 0 |
| Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models | Nov 11, 2022 | Image-to-Image TranslationOut-of-Distribution Detection | —Unverified | 0 |
| Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression | Nov 11, 2022 | regressionTime Series | —Unverified | 0 |
| Bayesian score calibration for approximate models | Nov 10, 2022 | Bayesian Inferencescoring rule | CodeCode Available | 0 |
| 4DVarNet-SSH: end-to-end learning of variational interpolation schemes for nadir and wide-swath satellite altimetry | Nov 10, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Robust DNN Surrogate Models with Uncertainty Quantification via Adversarial Training | Nov 10, 2022 | Computational EfficiencyUncertainty Quantification | —Unverified | 0 |
| Sparse Bayesian Lasso via a Variable-Coefficient _1 Penalty | Nov 9, 2022 | regressionUncertainty Quantification | —Unverified | 0 |
