| Quantifying the uncertainty of model-based synthetic image quality metrics | Apr 4, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Structured Extraction of Process Structure Properties Relationships in Materials Science | Apr 4, 2025 | Uncertainty QuantificationZero-Shot Learning | —Unverified | 0 |
| Probabilistic Machine Learning for Noisy Labels in Earth Observation | Apr 4, 2025 | Earth ObservationUncertainty Quantification | —Unverified | 0 |
| Bayesian LSTM for indoor temperature modeling | Apr 4, 2025 | Model Predictive ControlUncertainty Quantification | —Unverified | 0 |
| ConfEviSurrogate: A Conformalized Evidential Surrogate Model for Uncertainty Quantification | Apr 3, 2025 | Conformal PredictionPrediction | —Unverified | 0 |
| Computing High-dimensional Confidence Sets for Arbitrary Distributions | Apr 3, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification | Apr 3, 2025 | counterfactualMolecular Property Prediction | —Unverified | 0 |
| Beyond Non-Expert Demonstrations: Outcome-Driven Action Constraint for Offline Reinforcement Learning | Apr 2, 2025 | MuJoCoUncertainty Quantification | —Unverified | 0 |
| Multi-fidelity Parameter Estimation Using Conditional Diffusion Models | Apr 2, 2025 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Barrier Certificates for Unknown Systems with Latent States and Polynomial Dynamics using Bayesian Inference | Apr 2, 2025 | Bayesian InferenceUncertainty Quantification | —Unverified | 0 |