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Uncertainty Quantification

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TitleStatusHype
Do Bayesian imaging methods report trustworthy probabilities?—0
Deep Neural Operator Enabled Digital Twin Modeling for Additive Manufacturing—0
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty QuantificationCode0
Informativeness of Weighted Conformal PredictionCode0
Uncertainty quantification in metric spaces—0
ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse ProblemsCode0
A design specification for Critical Illness Digital Twins to cure sepsis: responding to the National Academies of Sciences, Engineering and Medicine Report: Foundational Research Gaps and Future Directions for Digital Twins—0
How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression—0
Uncertainty Quantification Metrics for Deep Regression—0
MERIT: Multi-view Evidential learning for Reliable and Interpretable liver fibrosis sTaging—0
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks—0
A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning—0
Conformal Prediction for Natural Language Processing: A Survey—0
Accelerating Convergence in Bayesian Few-Shot ClassificationCode0
Random Pareto front surfacesCode0
Accounting for the Effects of Probabilistic Uncertainty During Fast Charging of Lithium-ion Batteries—0
Multivariate Bayesian Last Layer for Regression: Uncertainty Quantification and Disentanglement—0
Statistics and explainability: a fruitful alliance—0
Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design—0
Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty QuantificationCode0
Uncertainty quantification for iterative algorithms in linear models with application to early stopping—0
Implicit Generative Prior for Bayesian Neural NetworksCode0
Sensor Response-Time Reduction using Long-Short Term Memory Network Forecasting—0
Deep Evidential Learning for Radiotherapy Dose Prediction—0
Taming False Positives in Out-of-Distribution Detection with Human FeedbackCode0
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