| Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation | Jul 17, 2024 | Diversityquantile regression | CodeCode Available | 0 |
| Nested conformal prediction and quantile out-of-bag ensemble methods | Oct 23, 2019 | Conformal PredictionDensity Estimation | CodeCode Available | 0 |
| 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 |
| Quantile deep learning models for multi-step ahead time series prediction | Nov 24, 2024 | Deep LearningPrediction | CodeCode Available | 0 |
| Censored Quantile Regression Forests | Feb 8, 2019 | quantile regressionregression | CodeCode Available | 0 |
| 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 |
| Adaptive Conditional Quantile Neural Processes | May 30, 2023 | Image InpaintingMeta-Learning | CodeCode Available | 0 |
| Hard Shape-Constrained Kernel Machines | May 26, 2020 | quantile regression | CodeCode Available | 0 |
| Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts | Jul 2, 2024 | Decision Makingquantile regression | CodeCode Available | 0 |
| Quantile Regression for Distributional Reward Models in RLHF | Sep 16, 2024 | Diversityquantile regression | CodeCode Available | 0 |
| Distributional Reinforcement Learning with Quantile Regression | Oct 27, 2017 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Vector Quantile Regression on Manifolds | Jul 3, 2023 | quantile regressionregression | CodeCode Available | 0 |
| Simulation-Based Inference with Quantile Regression | Jan 4, 2024 | quantile regressionregression | CodeCode Available | 0 |
| Explainable Contextual Anomaly Detection using Quantile Regression Forests | Feb 22, 2023 | Anomaly DetectionContextual Anomaly Detection | CodeCode Available | 0 |
| Non-parametric Models for Non-negative Functions | Jul 8, 2020 | Density Estimationquantile regression | CodeCode Available | 0 |
| Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery | Jan 31, 2018 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |
