| Beyond Reweighting: On the Predictive Role of Covariate Shift in Effect Generalization | Dec 12, 2024 | Uncertainty Quantification | —Unverified | 0 |
| Applied Bayesian Structural Health Monitoring: inclinometer data anomaly detection and forecasting | Jul 1, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Beyond Non-Expert Demonstrations: Outcome-Driven Action Constraint for Offline Reinforcement Learning | Apr 2, 2025 | MuJoCoUncertainty Quantification | —Unverified | 0 |
| Application of probabilistic modeling and automated machine learning framework for high-dimensional stress field | Mar 15, 2023 | Uncertainty Quantification | —Unverified | 0 |
| AdjointNet: Constraining machine learning models with physics-based codes | Sep 8, 2021 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models | Mar 23, 2019 | regressionTime Series Analysis | —Unverified | 0 |
| Data-Driven Uncertainty-Aware Forecasting of Sea Ice Conditions in the Gulf of Ob Based on Satellite Radar Imagery | Oct 14, 2024 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| DBCal: Density Based Calibration of classifier predictions for uncertainty quantification | Apr 1, 2022 | Semantic SegmentationUncertainty Quantification | —Unverified | 0 |
| Deep Ensembles to Improve Uncertainty Quantification of Statistical Downscaling Models under Climate Change Conditions | Apr 27, 2023 | Uncertainty Quantification | —Unverified | 0 |
| Beyond mirkwood: Enhancing SED Modeling with Conformal Predictions | Dec 21, 2023 | Conformal Predictionquantile regression | —Unverified | 0 |
