| Zadeh's Type-2 Fuzzy Logic Systems: Precision and High-Quality Prediction Intervals | Apr 19, 2024 | Prediction IntervalsUncertainty Quantification | —Unverified | 0 |
| Enhancing Interval Type-2 Fuzzy Logic Systems: Learning for Precision and Prediction Intervals | Apr 19, 2024 | Prediction IntervalsUncertainty Quantification | —Unverified | 0 |
| QUTE: Quantifying Uncertainty in TinyML with Early-exit-assisted ensembles for model-monitoring | Apr 19, 2024 | Uncertainty Quantification | —Unverified | 0 |
| Generalizing Machine Learning Evaluation through the Integration of Shannon Entropy and Rough Set Theory | Apr 18, 2024 | Decision MakingModel Selection | —Unverified | 0 |
| Adaptive Catalyst Discovery Using Multicriteria Bayesian Optimization with Representation Learning | Apr 18, 2024 | Bayesian OptimizationRepresentation Learning | CodeCode Available | 0 |
| Model-free quantification of completeness, uncertainties, and outliers in atomistic machine learning using information theory | Apr 18, 2024 | Active LearningUncertainty Quantification | CodeCode Available | 2 |
| Physics-informed active learning for accelerating quantum chemical simulations | Apr 18, 2024 | Active LearningUncertainty Quantification | CodeCode Available | 2 |
| Analytical results for uncertainty propagation through trained machine learning regression models | Apr 17, 2024 | Computational EfficiencyGaussian Processes | —Unverified | 0 |
| Data-driven modeling and prediction of microglial cell dynamics in the ischemic penumbra | Apr 16, 2024 | Uncertainty Quantification | —Unverified | 0 |
| A variational neural Bayes framework for inference on intractable posterior distributions | Apr 16, 2024 | Uncertainty Quantification | CodeCode Available | 0 |