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Uncertainty Quantification

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TitleStatusHype
Uncertainty Quantification via Stable Distribution Propagation—0
Experts Don't Cheat: Learning What You Don't Know By Predicting Pairs—0
AI enhanced data assimilation and uncertainty quantification applied to Geological Carbon Storage—0
Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?Code0
Reconfidencing LLMs from the Grouping Loss Perspective—0
Dimensionality reduction can be used as a surrogate model for high-dimensional forward uncertainty quantification—0
Neural machine translation of clinical procedure codes for medical diagnosis and uncertainty quantification—0
Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantification—0
Bayesian Vector AutoRegression with Factorised Granger-Causal Graphs—0
Combining additivity and active subspaces for high-dimensional Gaussian process modeling—0
Functional SDE approximation inspired by a deep operator network architecture—0
Partially Stochastic Infinitely Deep Bayesian Neural NetworksCode0
Variational DAG Estimation via State Augmentation With Stochastic Permutations—0
Neural variational Data Assimilation with Uncertainty Quantification using SPDE priors—0
Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?Code0
Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction—0
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection—0
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation—0
WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition FrameworkCode0
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
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
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