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Uncertainty Quantification

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Showing 701–725 of 2366 papers

TitleStatusHype
Randomized Physics-Informed Neural Networks for Bayesian Data AssimilationCode1
Trustworthy Classification through Rank-Based Conformal Prediction SetsCode0
Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data—0
Model and Feature Diversity for Bayesian Neural Networks in Mutual Learning—0
Conformal Prediction for Causal Effects of Continuous TreatmentsCode0
Uncertainty-Aware Decarbonization for Datacenters—0
Latent Diffusion Model for Generating Ensembles of Climate Simulations—0
Multifidelity Cross-validation—0
Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion RecognitionCode0
LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation—0
Neural Conditional Probability for Uncertainty Quantification—0
Bayesian Entropy Neural Networks for Physics-Aware Prediction—0
Uncertainty Quantification in Table Structure RecognitionCode0
Improving the performance of Stein variational inference through extreme sparsification of physically-constrained neural network models—0
DADEE: Well-calibrated uncertainty quantification in neural networks for barriers-based robot safety—0
ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage GuaranteesCode0
Permutation invariant multi-output Gaussian Processes for drug combination prediction in cancer—0
Uncertainty Quantification in Large Language Models Through Convex Hull Analysis—0
Data-Driven Prediction and Uncertainty Quantification of PWR Crud-Induced Power Shift Using Convolutional Neural Networks—0
A Thermo-Electro-Mechanical Model for Long-Term Reliability of Aging Transmission Lines—0
Length Optimization in Conformal PredictionCode0
Conformalized Link Prediction on Graph Neural Networks—0
Moment-based parameter inference with error guarantees for stochastic reaction networksCode0
Conformal time series decomposition with component-wise exchangeabilityCode0
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMsCode2
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