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Uncertainty Quantification

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TitleStatusHype
Analysis, forecasting and system identification of a floating offshore wind turbine using dynamic mode decomposition—0
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging—0
Uncertainty Prediction Neural Network (UpNet): Embedding Artificial Neural Network in Bayesian Inversion Framework to Quantify the Uncertainty of Remote Sensing RetrievalCode0
Multi-model Ensemble Conformal Prediction in Dynamic EnvironmentsCode0
Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models—0
Targeted Learning for Variable Importance—0
Addressing Uncertainty in LLMs to Enhance Reliability in Generative AI—0
Modeling Uncertainty in 3D Gaussian Splatting through Continuous Semantic Splatting—0
Stein Variational Newton Neural Network EnsemblesCode0
DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection—0
Strategic Conformal Prediction—0
Adaptive Conformal Inference by Particle Filtering under Hidden Markov Models—0
FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration DetectionCode0
Conformalized Prediction of Post-Fault Voltage Trajectories Using Pre-trained and Finetuned Attention-Driven Neural Operators—0
State- and context-dependent robotic manipulation and grasping via uncertainty-aware imitation learning—0
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKACode0
Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization—0
Improving Uncertainty Quantification in Large Language Models via Semantic Embeddings—0
Legitimate ground-truth-free metrics for deep uncertainty classification scoring—0
Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry—0
Full-waveform earthquake source inversion using simulation-based inferenceCode0
Uncertainty Quantification via Hölder Divergence for Multi-View Representation Learning—0
CODES: Benchmarking Coupled ODE SurrogatesCode0
Integrating uncertainty quantification into randomized smoothing based robustness guarantees—0
Embedded Nonlocal Operator Regression (ENOR): Quantifying model error in learning nonlocal operators—0
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