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| Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling | Oct 3, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Meta-Learning Priors for Safe Bayesian Optimization | Oct 3, 2022 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Causal Estimation for Text Data with (Apparent) Overlap Violations | Sep 30, 2022 | AttributeCausal Identification | —Unverified | 0 |
| Physically Meaningful Uncertainty Quantification in Probabilistic Wind Turbine Power Curve Models as a Damage Sensitive Feature | Sep 30, 2022 | Gaussian ProcessesStructural Health Monitoring | —Unverified | 0 |
| Leveraging Industry 4.0 -- Deep Learning, Surrogate Model and Transfer Learning with Uncertainty Quantification Incorporated into Digital Twin for Nuclear System | Sep 30, 2022 | Decision MakingTransfer Learning | —Unverified | 0 |
| Φ-DVAE: Physics-Informed Dynamical Variational Autoencoders for Unstructured Data Assimilation | Sep 30, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Label Noise Robustness of Conformal Prediction | Sep 28, 2022 | Conformal PredictionPrediction | —Unverified | 0 |
| SGTM 2.0: Autonomously Untangling Long Cables using Interactive Perception | Sep 27, 2022 | Uncertainty Quantification | —Unverified | 0 |
| Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models | Sep 23, 2022 | Uncertainty Quantification | CodeCode Available | 0 |
