| Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization | May 31, 2022 | scoring ruleUncertainty Quantification | CodeCode Available | 0 | 5 |
| Object Detection as Probabilistic Set Prediction | Mar 15, 2022 | Objectobject-detection | CodeCode Available | 0 | 5 |
| Local Constraint-Based Causal Discovery under Selection Bias | Mar 3, 2022 | Causal Discoveryscoring rule | CodeCode Available | 0 | 5 |
| Bayesian Autoregressive Online Change-Point Detection with Time-Varying Parameters | Jul 23, 2024 | Change Point Detectionscoring rule | CodeCode Available | 0 | 5 |
| Improving probabilistic forecasts of extreme wind speeds by training statistical post-processing models with weighted scoring rules | Jul 22, 2024 | scoring rule | CodeCode Available | 0 | 5 |
| Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective | Mar 5, 2019 | scoring rule | CodeCode Available | 0 | 5 |
| Generative machine learning methods for multivariate ensemble post-processing | Sep 26, 2022 | scoring rule | CodeCode Available | 0 | 5 |
| Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts | Jul 2, 2024 | Decision Makingquantile regression | CodeCode Available | 0 | 5 |
| A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data | Jun 6, 2024 | scoring ruleSurvival Analysis | CodeCode Available | 0 | 5 |
| Enforcing tail calibration when training probabilistic forecast models | Jun 16, 2025 | scoring rule | CodeCode Available | 0 | 5 |
