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Uncertainty Quantification

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Showing 301–325 of 2366 papers

TitleStatusHype
Forecasting Local Ionospheric Parameters Using TransformersCode0
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials—0
Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification—0
Uncertainty and sensitivity analysis of hair growth duration in human scalp follicles under normal and alopecic conditions—0
Sparse Activations as Conformal PredictorsCode0
Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language ModelsCode0
General Uncertainty Estimation with Delta Variances—0
Experiment Design with Gaussian Process Regression with Applications to Chance-Constrained Control—0
Uncertainty quantification for Markov chains with application to temporal difference learning—0
Probabilistic neural operators for functional uncertainty quantificationCode0
Conformal Prediction as Bayesian Quadrature—0
A Bayesian Perspective on Uncertainty Quantification for Estimated Graph Signals—0
Enhanced uncertainty quantification variational autoencoders for the solution of Bayesian inverse problems—0
Model-free system identification of surface ships in waves via Hankel dynamic mode decomposition with control—0
Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRACode0
Neural Chaos: A Spectral Stochastic Neural Operator—0
Rashomon perspective for measuring uncertainty in the survival predictive maintenance models—0
Collaborative Deterministic-Probabilistic Forecasting for Real-World Spatiotemporal Systems—0
Uncertainty-Aware Step-wise Verification with Generative Reward Models—0
Uncertainty-Aware Search and Value Models: Mitigating Search Scaling Flaws in LLMs—0
SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information—0
Reduced Order Modeling with Shallow Recurrent Decoder NetworksCode1
Epidemic-guided deep learning for spatiotemporal forecasting of Tuberculosis outbreakCode0
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series ForecastingCode1
Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games—0
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