| Calibrated Multiple-Output Quantile Regression with Representation Learning | Oct 2, 2021 | Conformal Predictionquantile regression | CodeCode Available | 1 | 5 |
| Conformal Prediction using Conditional Histograms | May 18, 2021 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 1 | 5 |
| A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting | Jul 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 1 | 5 |
| Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems | Aug 27, 2018 | Multi-Task Learningquantile regression | CodeCode Available | 1 | 5 |
| Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis | May 26, 2022 | quantile regressionregression | CodeCode Available | 1 | 5 |
| Composite Quantile Regression With XGBoost Using the Novel Arctan Pinball Loss | Jun 4, 2024 | quantile regressionregression | CodeCode Available | 1 | 5 |
| Adaptive Conformal Prediction by Reweighting Nonconformity Score | Mar 22, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction | Mar 12, 2024 | Autonomous DrivingConformal Prediction | CodeCode Available | 1 | 5 |
| Batch Multivalid Conformal Prediction | Sep 30, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Conformal Load Prediction with Transductive Graph Autoencoders | Jun 12, 2024 | Conformal PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
