| Advances in Surrogate Modeling for Biological Agent-Based Simulations: Trends, Challenges, and Future Prospects | Apr 15, 2025 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain | Apr 15, 2025 | DenoisingImage Denoising | —Unverified | 0 |
| Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles | Apr 14, 2025 | DiagnosticUncertainty Quantification | —Unverified | 0 |
| Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems | Apr 12, 2025 | counterfactualDecision Making | —Unverified | 0 |
| Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain Trajectories | Apr 10, 2025 | Additive modelsBenchmarking | CodeCode Available | 0 |
| Conditional Conformal Risk Adaptation | Apr 10, 2025 | Conformal PredictionImage Segmentation | —Unverified | 0 |
| A Novel Deep Learning Approach for Emulating Computationally Expensive Postfire Debris Flows | Apr 10, 2025 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging | Apr 10, 2025 | Conformal PredictionImage Inpainting | —Unverified | 0 |
| ICBM community cancer registry analysis: a focus on Non-Hodgkin Lymphoma cases in missileers | Apr 9, 2025 | Survival AnalysisUncertainty Quantification | —Unverified | 0 |
| Trustworthy AI Must Account for Intersectionality | Apr 9, 2025 | FairnessPosition | —Unverified | 0 |
| Conformal Robust Beamforming via Generative Channel Models | Apr 9, 2025 | Conformal PredictionDecision Making | —Unverified | 0 |
| Assumption-free fidelity bounds for hardware noise characterization | Apr 9, 2025 | Conformal PredictionUncertainty Quantification | —Unverified | 0 |
| Adapting GT2-FLS for Uncertainty Quantification: A Blueprint Calibration Strategy | Apr 9, 2025 | Computational EfficiencyPrediction Intervals | CodeCode Available | 0 |
| Uncertainty-Aware Hybrid Machine Learning in Virtual Sensors for Vehicle Sideslip Angle Estimation | Apr 8, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| The challenge of uncertainty quantification of large language models in medicine | Apr 7, 2025 | Bayesian InferenceData Integration | —Unverified | 0 |
| Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors | Apr 7, 2025 | Image SegmentationInformativeness | —Unverified | 0 |
| Adaptive Elicitation of Latent Information Using Natural Language | Apr 5, 2025 | Uncertainty QuantificationWorld Knowledge | —Unverified | 0 |
| Randomised Postiterations for Calibrated BayesCG | Apr 5, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Structured Extraction of Process Structure Properties Relationships in Materials Science | Apr 4, 2025 | Uncertainty QuantificationZero-Shot Learning | —Unverified | 0 |
| Bayesian LSTM for indoor temperature modeling | Apr 4, 2025 | Model Predictive ControlUncertainty Quantification | —Unverified | 0 |
| Quantifying the uncertainty of model-based synthetic image quality metrics | Apr 4, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Operator Learning: A Statistical Perspective | Apr 4, 2025 | Operator learningUncertainty Quantification | —Unverified | 0 |
| Probabilistic Machine Learning for Noisy Labels in Earth Observation | Apr 4, 2025 | Earth ObservationUncertainty Quantification | —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 |