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Uncertainty Quantification

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Showing 301–325 of 2366 papers

TitleStatusHype
A Learning- and Scenario-based MPC Design for Nonlinear Systems in LPV Framework with Safety and Stability Guarantees—0
A Unifying Perspective on Non-Stationary Kernels for Deeper Gaussian Processes—0
A Kernel Framework to Quantify a Model's Local Predictive Uncertainty under Data Distributional Shifts—0
Accessible, At-Home Detection of Parkinson's Disease via Multi-task Video Analysis—0
A Unified Bayesian Framework for Pricing Catastrophe Bond Derivatives—0
AUGUR, A flexible and efficient optimization algorithm for identification of optimal adsorption sites—0
Active search for Bifurcations—0
AUGMENTED POLICY GRADIENT METHODS FOR EFFICIENT REINFORCEMENT LEARNING—0
A Thermo-Electro-Mechanical Model for Long-Term Reliability of Aging Transmission Lines—0
A Kernel-Based Approach for Modelling Gaussian Processes with Functional Information—0
Structure and asymptotic preserving deep neural surrogates for uncertainty quantification in multiscale kinetic equations—0
A Taylor Series Approach to Correction of Input Errors in Gaussian Process Regression—0
A Systematic Computational Framework for Practical Identifiability Analysis in Mathematical Models Arising from Biology—0
AI-powered Digital Twin of the Ocean: Reliable Uncertainty Quantification for Real-time Wave Height Prediction with Deep Ensemble—0
Asymptotic Theory of Eigenvectors for Latent Embeddings with Generalized Laplacian Matrices—0
Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model—0
AI-Powered Bayesian Inference—0
Active operator learning with predictive uncertainty quantification for partial differential equations—0
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors—0
Asymmetric Duos: Sidekicks Improve Uncertainty—0
AI enhanced data assimilation and uncertainty quantification applied to Geological Carbon Storage—0
A Survey on Uncertainty Toolkits for Deep Learning—0
A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions—0
AI-Assisted Decision-Making for Clinical Assessment of Auto-Segmented Contour Quality—0
Active Learning with Multifidelity Modeling for Efficient Rare Event Simulation—0
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