| NGBoost: Natural Gradient Boosting for Probabilistic Prediction | Oct 8, 2019 | Predictionregression | CodeCode Available | 2 | 5 |
| Beyond calibration: estimating the grouping loss of modern neural networks | Oct 28, 2022 | Decision Makingscoring rule | CodeCode Available | 1 | 5 |
| Language Generation with Strictly Proper Scoring Rules | May 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization | Dec 15, 2021 | scoring ruleUncertainty Quantification | CodeCode Available | 1 | 5 |
| Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification Tasks | Jul 25, 2024 | Model OptimizationModel Selection | CodeCode Available | 1 | 5 |
| h-calibration: Rethinking Classifier Recalibration with Probabilistic Error-Bounded Objective | Jun 22, 2025 | scoring rule | CodeCode Available | 1 | 5 |
| Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors | Jan 13, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| A Spectral Energy Distance for Parallel Speech Synthesis | Aug 3, 2020 | scoring ruleSpeech Synthesis | CodeCode Available | 1 | 5 |
| Probabilistic Symmetry for Multi-Agent Dynamics | May 4, 2022 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 | 5 |
| Bayesian score calibration for approximate models | Nov 10, 2022 | Bayesian Inferencescoring rule | CodeCode Available | 0 | 5 |
| Object Detection as Probabilistic Set Prediction | Mar 15, 2022 | Objectobject-detection | CodeCode Available | 0 | 5 |
| Survival Regression with Proper Scoring Rules and Monotonic Neural Networks | Mar 26, 2021 | regressionscoring rule | CodeCode Available | 0 | 5 |
| Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization | May 31, 2022 | scoring ruleUncertainty Quantification | CodeCode Available | 0 | 5 |
| Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts | Apr 19, 2023 | scoring ruleTime Series | 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 |
| Local Constraint-Based Causal Discovery under Selection Bias | Mar 3, 2022 | Causal Discoveryscoring rule | CodeCode Available | 0 | 5 |
| Generative machine learning methods for multivariate ensemble post-processing | Sep 26, 2022 | 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 |
| Harnessing Superclasses for Learning from Hierarchical Databases | Nov 25, 2024 | scoring rule | CodeCode Available | 0 | 5 |
| Enforcing tail calibration when training probabilistic forecast models | Jun 16, 2025 | scoring 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 |
| 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 |
| No-Regret and Incentive-Compatible Online Learning | Feb 20, 2020 | scoring rule | CodeCode Available | 0 | 5 |
| Calibration of Phone Likelihoods in Automatic Speech Recognition | Jun 14, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
