| Distributional Reinforcement Learning with Quantile Regression | Oct 27, 2017 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 | 5 |
| Extended Fiducial Inference for Individual Treatment Effects via Deep Neural Networks | May 4, 2025 | quantile regression | 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 |
| Bayesian quantile additive regression trees | Jul 10, 2016 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Hard Shape-Constrained Kernel Machines | May 26, 2020 | quantile regression | CodeCode Available | 0 | 5 |
| Implicit Quantile Networks for Distributional Reinforcement Learning | Jun 14, 2018 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 | 5 |
| Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies | Oct 12, 2022 | Privacy Preservingquantile regression | CodeCode Available | 0 | 5 |
| Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery | May 13, 2024 | quantile regressionregression | 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 |
| Adaptive Conditional Quantile Neural Processes | May 30, 2023 | Image InpaintingMeta-Learning | CodeCode Available | 0 | 5 |
| Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparison | Jun 17, 2021 | BIG-bench Machine Learningquantile regression | CodeCode Available | 0 | 5 |
| Differentiable Ranking and Sorting using Optimal Transport | Dec 1, 2019 | quantile regression | 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 |
| Conformal Thresholded Intervals for Efficient Regression | Jul 19, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Conformal Quantitative Predictive Monitoring of STL Requirements for Stochastic Processes | Nov 4, 2022 | Prediction Intervalsquantile regression | 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 |
| 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 |
| Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density Estimation | Nov 2, 2024 | Density Estimationquantile regression | CodeCode Available | 0 | 5 |
| Can a single neuron learn predictive uncertainty? | Jun 7, 2021 | BenchmarkingConformal Prediction | CodeCode Available | 0 | 5 |
| Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations | Feb 25, 2022 | quantile regressionTime Series | CodeCode Available | 0 | 5 |
| A framework for probabilistic weather forecast post-processing across models and lead times using machine learning | May 6, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Causal Fair Machine Learning via Rank-Preserving Interventional Distributions | Jul 24, 2023 | AttributeDecision Making | CodeCode Available | 0 | 5 |
| Conformalized Quantile Regression | May 8, 2019 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
