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Uncertainty Quantification

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Showing 2026–2050 of 2366 papers

TitleStatusHype
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models—0
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation—0
Distilling Calibration via Conformalized Credal Inference—0
Distributed estimation of the inverse Hessian by determinantal averaging—0
Distributed Safe Learning and Planning for Multi-robot Systems—0
Distributed Uncertainty Quantification of Kernel Interpolation on Spheres—0
Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control—0
Distributionally Robust Statistical Verification with Imprecise Neural Networks—0
Distributionally robust uncertainty quantification via data-driven stochastic optimal control—0
Distributional Reinforcement Learning on Path-dependent Options—0
Distribution-Driven Disjoint Prediction Intervals for Deep Learning—0
Distribution-free uncertainty quantification for classification under label shift—0
Distribution free uncertainty quantification in neuroscience-inspired deep operators—0
Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework—0
Diverse Randomized Value Functions: A Provably Pessimistic Approach for Offline Reinforcement Learning—0
Do Bayesian imaging methods report trustworthy probabilities?—0
Do Large Language Models (Really) Need Statistical Foundations?—0
Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables—0
DPA-WNO: A gray box model for a class of stochastic mechanics problem—0
DROMO: Distributionally Robust Offline Model-based Policy Optimization—0
DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection—0
Dual-Channel Reliable Breast Ultrasound Image Classification Based on Explainable Attribution and Uncertainty Quantification—0
Dual Random Fields and their Application to Mineral Potential Mapping—0
Dual-Splitting Conformal Prediction for Multi-Step Time Series Forecasting—0
Δ-UQ: Accurate Uncertainty Quantification via Anchor Marginalization—0
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