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Uncertainty Quantification

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Showing 451–475 of 2366 papers

TitleStatusHype
Learning Enhanced Structural Representations with Block-Based Uncertainties for Ocean Floor MappingCode0
Generative emulation of chaotic dynamics with coherent prior—0
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results—0
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic BeliefsCode0
Adaptive modelling of anti-tau treatments for neurodegenerative disorders based on the Bayesian approach with physics-informed neural networks—0
Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios—0
Multi-Agent Reinforcement Learning Simulation for Environmental Policy Synthesis—0
Safe Physics-Informed Machine Learning for Dynamics and Control—0
Riemannian Patch Assignment Gradient Flows—0
Uncertainty Quantification in Graph Neural Networks with Shallow Ensembles—0
Leave-One-Out Stable Conformal PredictionCode0
Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain—0
Advances in Surrogate Modeling for Biological Agent-Based Simulations: Trends, Challenges, and Future Prospects—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
Conditional Conformal Risk Adaptation—0
A Novel Deep Learning Approach for Emulating Computationally Expensive Postfire Debris Flows—0
Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain TrajectoriesCode0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging—0
Trustworthy AI Must Account for Intersectionality—0
Assumption-free fidelity bounds for hardware noise characterization—0
ICBM community cancer registry analysis: a focus on Non-Hodgkin Lymphoma cases in missileers—0
Conformal Robust Beamforming via Generative Channel Models—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
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