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Uncertainty Quantification

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Showing 1101–1125 of 2366 papers

TitleStatusHype
Traffic State Estimation and Uncertainty Quantification at Signalized Intersections with Low Penetration Rate Vehicle Trajectory Data—0
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models—0
Conformal Prediction for Stochastic Decision-Making of PV Power in Electricity Markets—0
On Uncertainty Quantification for Near-Bayes Optimal AlgorithmsCode0
Screening for Diabetes Mellitus in the U.S. Population Using Neural Network Models and Complex Survey Designs—0
Data-Adaptive Tradeoffs among Multiple Risks in Distribution-Free PredictionCode0
Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation—0
R2D2 image reconstruction with model uncertainty quantification in radio astronomy—0
Hierarchical Light Transformer Ensembles for Multimodal Trajectory ForecastingCode0
Real-time Adaptation for Condition Monitoring Signal Prediction using Label-aware Neural Processes—0
Bridging the Sim-to-Real Gap with Bayesian Inference—0
Uncertainty Quantification for Gradient-based Explanations in Neural Networks—0
An Analytic Solution to Covariance Propagation in Neural NetworksCode0
Federated Bayesian Deep Learning: The Application of Statistical Aggregation Methods to Bayesian Models—0
Conformal online model aggregationCode0
Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detectionCode0
Bayesian Physics-informed Neural Networks for System Identification of Inverter-dominated Power Systems—0
Variational Inference for Uncertainty Quantification: an Analysis of Trade-offsCode0
Fast Value Tracking for Deep Reinforcement Learning—0
QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge—0
Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix ItCode0
Posterior Uncertainty Quantification in Neural Networks using Data AugmentationCode0
Estimation and Analysis of Slice Propagation Uncertainty in 3D Anatomy SegmentationCode0
Pessimistic Causal Reinforcement Learning with Mediators for Confounded Offline Data—0
Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects—0
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