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Uncertainty Quantification

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Showing 176–200 of 2366 papers

TitleStatusHype
Advances in Surrogate Modeling for Biological Agent-Based Simulations: Trends, Challenges, and Future Prospects—0
Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain—0
Bayesian Analysis of Interpretable Aging across Thousands of Lithium-ion Battery Cycles—0
Conformal Calibration: Ensuring the Reliability of Black-Box AI in Wireless Systems—0
Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain TrajectoriesCode0
Conditional Conformal Risk Adaptation—0
A Novel Deep Learning Approach for Emulating Computationally Expensive Postfire Debris Flows—0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging—0
ICBM community cancer registry analysis: a focus on Non-Hodgkin Lymphoma cases in missileers—0
Trustworthy AI Must Account for Intersectionality—0
Conformal Robust Beamforming via Generative Channel Models—0
Assumption-free fidelity bounds for hardware noise characterization—0
Adapting GT2-FLS for Uncertainty Quantification: A Blueprint Calibration StrategyCode0
Uncertainty-Aware Hybrid Machine Learning in Virtual Sensors for Vehicle Sideslip Angle Estimation—0
The challenge of uncertainty quantification of large language models in medicine—0
Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors—0
Adaptive Elicitation of Latent Information Using Natural Language—0
Randomised Postiterations for Calibrated BayesCG—0
Structured Extraction of Process Structure Properties Relationships in Materials Science—0
Bayesian LSTM for indoor temperature modeling—0
Quantifying the uncertainty of model-based synthetic image quality metrics—0
Operator Learning: A Statistical Perspective—0
Probabilistic Machine Learning for Noisy Labels in Earth Observation—0
Computing High-dimensional Confidence Sets for Arbitrary Distributions—0
Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification—0
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