| Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection | Sep 20, 2021 | Anomaly DetectionLesion Detection | CodeCode Available | 0 |
| Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting | Nov 29, 2022 | Feature Importancequantile regression | CodeCode Available | 0 |
| Generalized Distribution Prediction for Asset Returns | Oct 15, 2024 | Density EstimationPrediction | CodeCode Available | 0 |
| Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networks | Aug 16, 2022 | Additive modelsComputational Efficiency | CodeCode Available | 0 |
| Generalized Random Forests | Oct 5, 2016 | Heterogeneous Treatment Effect Estimationquantile regression | CodeCode Available | 0 |
| Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies | Oct 12, 2022 | Privacy Preservingquantile regression | CodeCode Available | 0 |
| Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift | Oct 12, 2023 | quantile regressionregression | CodeCode Available | 0 |
| Distributed Conformal Prediction via Message Passing | Jan 24, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery | May 13, 2024 | quantile regressionregression | CodeCode Available | 0 |
| Uncertainty Quantification of the Virial Black Hole Mass with Conformal Prediction | Jul 11, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
