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Uncertainty Quantification

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TitleStatusHype
Variational DAG Estimation via State Augmentation With Stochastic Permutations—0
Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction—0
Neural variational Data Assimilation with Uncertainty Quantification using SPDE priors—0
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection—0
Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?Code0
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation—0
Multivariate Probabilistic Time Series Forecasting with Correlated ErrorsCode1
Uncertainty-Aware Guidance for Target Tracking subject to Intermittent Measurements using Motion Model LearningCode0
LTAU-FF: Loss Trajectory Analysis for Uncertainty in Atomistic Force FieldsCode0
Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning—0
WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition FrameworkCode0
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models—0
Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference—0
Polynomial Chaos Expansions on Principal Geodesic Grassmannian Submanifolds for Surrogate Modeling and Uncertainty Quantification—0
Distributed Markov Chain Monte Carlo Sampling based on the Alternating Direction Method of MultipliersCode0
Influence of Material Parameter Variability on the Predicted Coronary Artery Biomechanical Environment via Uncertainty Quantification—0
When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges—0
Towards Uncertainty-Aware Language Agent—0
Self-Improving Interference Management Based on Deep Learning With Uncertainty Quantification—0
Benchmarking LLMs via Uncertainty QuantificationCode3
Sparse discovery of differential equations based on multi-fidelity Gaussian process—0
Uncertainty quantification of receptor ligand binding sites prediction—0
High Confidence Level Inference is Almost Free using Parallel Stochastic Optimization—0
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling—0
Uncertainty-Aware Hardware Trojan Detection Using Multimodal Deep LearningCode0
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