| Reducing Aleatoric and Epistemic Uncertainty through Multi-modal Data Acquisition | Jan 30, 2025 | Active LearningDisentanglement | CodeCode Available | 0 |
| Robust Online Conformal Prediction under Uniform Label Noise | Jan 30, 2025 | Conformal PredictionPrediction | —Unverified | 0 |
| Noise-Adaptive Conformal Classification with Marginal Coverage | Jan 29, 2025 | ClassificationUncertainty Quantification | CodeCode Available | 0 |
| Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios | Jan 29, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| Uncertainty Quantification and Decomposition for LLM-based Recommendation | Jan 29, 2025 | Uncertainty Quantification | CodeCode Available | 0 |
| Evidential Physics-Informed Neural Networks | Jan 27, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Visualizing Uncertainty in Translation Tasks: An Evaluation of LLM Performance and Confidence Metrics | Jan 26, 2025 | Machine TranslationTranslation | CodeCode Available | 0 |
| Approximate Message Passing for Bayesian Neural Networks | Jan 26, 2025 | Uncertainty QuantificationVariational Inference | CodeCode Available | 0 |
| Predictive Modeling and Uncertainty Quantification of Fatigue Life in Metal Alloys using Machine Learning | Jan 25, 2025 | Property PredictionUncertainty Quantification | CodeCode Available | 1 |
| coverforest: Conformal Predictions with Random Forest in Python | Jan 24, 2025 | Conformal PredictionPrediction | CodeCode Available | 1 |