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| On Local Posterior Structure in Deep Ensembles | Mar 17, 2025 | Uncertainty Quantification | CodeCode Available | 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 |
| Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions | Mar 16, 2025 | Prediction Intervalsregression | —Unverified | 0 |
| Entropy-regularized Gradient Estimators for Approximate Bayesian Inference | Mar 15, 2025 | Bayesian InferenceModel-based Reinforcement Learning | —Unverified | 0 |
| Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model | Mar 14, 2025 | Bayesian InferenceEfficient Exploration | —Unverified | 0 |
