| Parameter Inference based on Gaussian Processes Informed by Nonlinear Partial Differential Equations | Dec 22, 2022 | Gaussian ProcessesUncertainty Quantification | CodeCode Available | 0 |
| Conformal Prediction for Causal Effects of Continuous Treatments | Jul 3, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Conformal online model aggregation | Mar 22, 2024 | Conformal Predictionmodel | CodeCode Available | 0 |
| Towards Reliable Rare Category Analysis on Graphs via Individual Calibration | Jul 19, 2023 | Fraud DetectionIntrusion Detection | CodeCode Available | 0 |
| Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression | Jun 8, 2016 | regressionUncertainty Quantification | CodeCode Available | 0 |
| Sequential Gaussian Processes for Online Learning of Nonstationary Functions | May 24, 2019 | Gaussian ProcessesHyperparameter Optimization | CodeCode Available | 0 |
| Inferring Structural Parameters of Low-Surface-Brightness-Galaxies with Uncertainty Quantification using Bayesian Neural Networks | Jul 7, 2022 | Uncertainty Quantification | CodeCode Available | 0 |
| Conformal Off-policy Prediction | Jun 14, 2022 | Conformal PredictionOff-policy evaluation | CodeCode Available | 0 |
| Achieving Risk Control in Online Learning Settings | May 18, 2022 | Conformal PredictionDepth Estimation | CodeCode Available | 0 |
| Uncertainty Quantification with Generative Models | Oct 22, 2019 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 |
