| Making Reliable and Flexible Decisions in Long-tailed Classification | Jan 23, 2025 | Decision Makingimage-classification | CodeCode Available | 0 |
| Computational modelling of biological systems now and then: revisiting tools and visions from the beginning of the century | Jan 22, 2025 | DiagnosticUncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification With Noise Injection in Neural Networks: A Bayesian Perspective | Jan 21, 2025 | Bayesian InferenceUncertainty Quantification | —Unverified | 0 |
| Are generative models fair? A study of racial bias in dermatological image generation | Jan 20, 2025 | DiversityFairness | —Unverified | 0 |
| Can Bayesian Neural Networks Make Confident Predictions? | Jan 20, 2025 | Bayesian InferenceUncertainty Quantification | —Unverified | 0 |
| Enhancing Diagnostic in 3D COVID-19 Pneumonia CT-scans through Explainable Uncertainty Bayesian Quantification | Jan 18, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Deep Operator Networks for Bayesian Parameter Estimation in PDEs | Jan 18, 2025 | parameter estimationPDE Surrogate Modeling | —Unverified | 0 |
| A recursive Bayesian neural network for constitutive modeling of sands under monotonic loading | Jan 17, 2025 | Bayesian InferenceSand | —Unverified | 0 |
| Uncertainty-Aware Digital Twins: Robust Model Predictive Control using Time-Series Deep Quantile Learning | Jan 17, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Scalable Bayesian Physics-Informed Kolmogorov-Arnold Networks | Jan 15, 2025 | Kolmogorov-Arnold NetworksUncertainty Quantification | —Unverified | 0 |
