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| Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review | Dec 22, 2023 | Uncertainty Quantification | —Unverified | 0 |
| B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data | Mar 13, 2020 | Uncertainty QuantificationVariational Inference | —Unverified | 0 |
| Building Robust Machine Learning Models for Small Chemical Science Data: The Case of Shear Viscosity | Aug 23, 2022 | GPRModel Selection | —Unverified | 0 |
| Building Safe and Reliable AI systems for Safety Critical Tasks with Vision-Language Processing | Aug 6, 2023 | Image CaptioningOut of Distribution (OOD) Detection | —Unverified | 0 |
| Adversarial Attacks Against Uncertainty Quantification | Sep 19, 2023 | Semantic SegmentationUncertainty Quantification | —Unverified | 0 |
| Calibrated and Enhanced NRLMSIS 2.0 Model with Uncertainty Quantification | Aug 24, 2022 | Uncertainty Quantification | —Unverified | 0 |
| A Fast, Reliable, and Secure Programming Language for LLM Agents with Code Actions | Jun 13, 2025 | Conformal PredictionQuestion Answering | —Unverified | 0 |
| Ablation Studies for Novel Treatment Effect Estimation Models | Oct 21, 2024 | Uncertainty Quantification | —Unverified | 0 |
| Advances in Surrogate Modeling for Biological Agent-Based Simulations: Trends, Challenges, and Future Prospects | Apr 15, 2025 | parameter estimationUncertainty Quantification | —Unverified | 0 |
