| Bayesian imaging inverse problem with SA-Roundtrip prior via HMC-pCN sampler | Oct 24, 2023 | Bayesian InferenceComputed Tomography (CT) | CodeCode Available | 0 |
| Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy | Oct 24, 2023 | DenoisingHallucination | —Unverified | 0 |
| Modeling groundwater levels in California's Central Valley by hierarchical Gaussian process and neural network regression | Oct 23, 2023 | Gaussian Processesregression | CodeCode Available | 0 |
| Southern Ocean Dynamics Under Climate Change: New Knowledge Through Physics-Guided Machine Learning | Oct 21, 2023 | Uncertainty Quantification | CodeCode Available | 0 |
| Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability | Oct 20, 2023 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
| Approaches for Uncertainty Quantification of AI-predicted Material Properties: A Comparison | Oct 19, 2023 | PredictionPrediction Intervals | —Unverified | 0 |
| PAC Prediction Sets Under Label Shift | Oct 19, 2023 | PredictionUncertainty Quantification | CodeCode Available | 0 |
| Sequential Gibbs Posteriors with Applications to Principal Component Analysis | Oct 19, 2023 | Bayesian InferenceUncertainty Quantification | —Unverified | 0 |
| Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse Problems | Oct 18, 2023 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 |
| On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction | Oct 17, 2023 | Conformal PredictionPrediction | —Unverified | 0 |
