| Model selection with Gini indices under auto-calibration | Jul 28, 2022 | modelModel Selection | —Unverified | 0 |
| Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization | May 31, 2022 | scoring ruleUncertainty Quantification | CodeCode Available | 0 |
| Probabilistic Symmetry for Multi-Agent Dynamics | May 4, 2022 | Autonomous DrivingCollision Avoidance | CodeCode Available | 0 |
| Object Detection as Probabilistic Set Prediction | Mar 15, 2022 | Objectobject-detection | CodeCode Available | 0 |
| Local Constraint-Based Causal Discovery under Selection Bias | Mar 3, 2022 | Causal Discoveryscoring rule | CodeCode Available | 0 |
| Robust Estimation for Nonparametric Families via Generative Adversarial Networks | Feb 2, 2022 | scoring rule | —Unverified | 0 |
| A Unified Framework for Multi-distribution Density Ratio Estimation | Dec 7, 2021 | Density Ratio EstimationRepresentation Learning | —Unverified | 0 |
| Shift Happens: Adjusting Classifiers | Nov 3, 2021 | scoring rule | —Unverified | 0 |
| Online Aggregation of Probability Forecasts with Confidence | Sep 29, 2021 | scoring rule | —Unverified | 0 |
| Optimal Scoring Rule Design under Partial Knowledge | Jul 15, 2021 | scoring rule | —Unverified | 0 |