| Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery | May 13, 2024 | quantile regressionregression | CodeCode Available | 0 | 5 |
| Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations | Feb 25, 2022 | quantile regressionTime Series | CodeCode Available | 0 | 5 |
| Dynamic Network Quantile Regression Model | Nov 15, 2021 | modelquantile regression | CodeCode Available | 0 | 5 |
| Distributed Conformal Prediction via Message Passing | Jan 24, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts | Jul 2, 2024 | Decision Makingquantile 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 |
| Extended Fiducial Inference for Individual Treatment Effects via Deep Neural Networks | May 4, 2025 | quantile regression | 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 |
| Can a single neuron learn predictive uncertainty? | Jun 7, 2021 | BenchmarkingConformal Prediction | CodeCode Available | 0 | 5 |
| Generalized Distribution Prediction for Asset Returns | Oct 15, 2024 | Density EstimationPrediction | CodeCode Available | 0 | 5 |
| Generalized Random Forests | Oct 5, 2016 | Heterogeneous Treatment Effect Estimationquantile regression | 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 |
| A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning | Oct 1, 2021 | Distributional Reinforcement Learningquantile regression | CodeCode Available | 0 | 5 |
| Insights into the drivers and spatio-temporal trends of extreme Mediterranean wildfires with statistical deep-learning | Dec 4, 2022 | quantile regression | CodeCode Available | 0 | 5 |
| AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization | May 28, 2024 | D4RLOffline RL | CodeCode Available | 0 | 5 |
| Conformal Thresholded Intervals for Efficient Regression | Jul 19, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Binscatter Regressions | Feb 25, 2019 | quantile regressionregression | CodeCode Available | 0 | 5 |
| Conformalized Fairness via Quantile Regression | Oct 5, 2022 | Conformal PredictionFairness | 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 |
| 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 |
| Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies | Oct 12, 2022 | Privacy Preservingquantile regression | CodeCode Available | 0 | 5 |
| Non-parametric Models for Non-negative Functions | Jul 8, 2020 | Density Estimationquantile regression | CodeCode Available | 0 | 5 |
| Value-Distributional Model-Based Reinforcement Learning | Aug 12, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
