| Censored Quantile Regression Forests | Feb 8, 2019 | quantile regressionregression | CodeCode Available | 0 | 5 |
| Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies | Oct 12, 2022 | Privacy Preservingquantile regression | CodeCode Available | 0 | 5 |
| Distributional Reinforcement Learning with Quantile Regression | Oct 27, 2017 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 | 5 |
| Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery | May 13, 2024 | quantile regressionregression | CodeCode Available | 0 | 5 |
| Deep Monte Carlo Quantile Regression for Quantifying Aleatoric Uncertainty in Physics-informed Temperature Field Reconstruction | Feb 14, 2022 | Image-to-Image Regressionquantile regression | CodeCode Available | 0 | 5 |
| Estimation and Applications of Quantiles in Deep Binary Classification | Feb 9, 2021 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| EX-DRL: Hedging Against Heavy Losses with EXtreme Distributional Reinforcement Learning | Aug 22, 2024 | Distributional Reinforcement Learningquantile regression | CodeCode Available | 0 | 5 |
| Can a single neuron learn predictive uncertainty? | Jun 7, 2021 | BenchmarkingConformal Prediction | CodeCode Available | 0 | 5 |
| Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection | Sep 20, 2021 | Anomaly DetectionLesion Detection | CodeCode Available | 0 | 5 |
| Conformal Quantitative Predictive Monitoring of STL Requirements for Stochastic Processes | Nov 4, 2022 | Prediction Intervalsquantile regression | CodeCode Available | 0 | 5 |
| Generalized Distribution Prediction for Asset Returns | Oct 15, 2024 | Density EstimationPrediction | CodeCode Available | 0 | 5 |
| A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning | Oct 1, 2021 | Distributional Reinforcement Learningquantile regression | CodeCode Available | 0 | 5 |
| Conformal Thresholded Intervals for Efficient Regression | Jul 19, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation | Jul 17, 2024 | Diversityquantile regression | CodeCode Available | 0 | 5 |
| Inference for High Dimensional Censored Quantile Regression | Jul 22, 2021 | Epidemiologyquantile regression | CodeCode Available | 0 | 5 |
| Binscatter Regressions | Feb 25, 2019 | quantile regressionregression | CodeCode Available | 0 | 5 |
| An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling | Jul 16, 2021 | quantile regressionUncertainty Quantification | CodeCode Available | 0 | 5 |
| Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networks | Aug 16, 2022 | Additive modelsComputational Efficiency | CodeCode Available | 0 | 5 |
| Conformalized Fairness via Quantile Regression | Oct 5, 2022 | Conformal PredictionFairness | CodeCode Available | 0 | 5 |
| Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density Estimation | Nov 2, 2024 | Density Estimationquantile regression | CodeCode Available | 0 | 5 |
| Conformalized Quantile Regression | May 8, 2019 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning | Feb 13, 2024 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Differentiable Ranking and Sorting using Optimal Transport | Dec 1, 2019 | quantile regression | CodeCode Available | 0 | 5 |
| Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference | Jun 21, 2024 | PredictionPrediction Intervals | CodeCode Available | 0 | 5 |
| Uncertainty Quantification of the Virial Black Hole Mass with Conformal Prediction | Jul 11, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
