| On Local Posterior Structure in Deep Ensembles | Mar 17, 2025 | Uncertainty Quantification | CodeCode Available | 0 |
| E-Values Expand the Scope of Conformal Prediction | Mar 17, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 |
| H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations | Mar 17, 2025 | regressionUncertainty Quantification | —Unverified | 0 |
| Survival Analysis with Machine Learning for Predicting Li-ion Battery Remaining Useful Life | Mar 17, 2025 | Survival AnalysisUncertainty Quantification | CodeCode Available | 1 |
| Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions | Mar 16, 2025 | Prediction Intervalsregression | —Unverified | 0 |
| Uncertainty Quantification for Data-Driven Machine Learning Models in Nuclear Engineering Applications: Where We Are and What Do We Need? | Mar 16, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Entropy-regularized Gradient Estimators for Approximate Bayesian Inference | Mar 15, 2025 | Bayesian InferenceModel-based Reinforcement Learning | —Unverified | 0 |
| Understanding the Trade-offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural Networks | Mar 14, 2025 | Bayesian InferenceUncertainty Quantification | CodeCode Available | 0 |
| Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model | Mar 14, 2025 | Bayesian InferenceEfficient Exploration | —Unverified | 0 |
| OCCUQ: Exploring Efficient Uncertainty Quantification for 3D Occupancy Prediction | Mar 13, 2025 | Autonomous DrivingNavigate | CodeCode Available | 1 |
