| Enhancing Diagnostic in 3D COVID-19 Pneumonia CT-scans through Explainable Uncertainty Bayesian Quantification | Jan 18, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Bridging the Sim-to-Real Gap with Bayesian Inference | Mar 25, 2024 | Bayesian InferenceUncertainty Quantification | —Unverified | 0 |
| Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba | May 27, 2024 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries | Nov 25, 2024 | ICU AdmissionLarge Language Model | —Unverified | 0 |
| Bayesian Federated Learning for Continual Training | Apr 21, 2025 | Continual LearningFederated Learning | —Unverified | 0 |
| Enhancing Interval Type-2 Fuzzy Logic Systems: Learning for Precision and Prediction Intervals | Apr 19, 2024 | Prediction IntervalsUncertainty Quantification | —Unverified | 0 |
| Harnessing On-Machine Metrology Data for Prints with a Surrogate Model for Laser Powder Directed Energy Deposition | Sep 12, 2024 | Uncertainty Quantification | —Unverified | 0 |
| Enhancing Trust in Large Language Models with Uncertainty-Aware Fine-Tuning | Dec 3, 2024 | Causal Language ModelingLanguage Modeling | —Unverified | 0 |
| Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification | Sep 5, 2023 | Active LearningClassification | —Unverified | 0 |
| Data-driven Uncertainty Quantification in Computational Human Head Models | Oct 29, 2021 | Density EstimationDimensionality Reduction | —Unverified | 0 |
