| Methodology for forecasting and optimization in IEEE-CIS 3rd Technical Challenge | Feb 2, 2022 | Load ForecastingMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Engression: Extrapolation through the Lens of Distributional Regression | Jul 3, 2023 | quantile regressionregression | CodeCode Available | 1 |
| A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting | Jul 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction | Mar 12, 2024 | Autonomous DrivingConformal Prediction | CodeCode Available | 1 |
| Conformal Load Prediction with Transductive Graph Autoencoders | Jun 12, 2024 | Conformal PredictionGraph Neural Network | CodeCode Available | 1 |
| A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks | Sep 24, 2019 | Decision MakingForm | —Unverified | 0 |
| An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm | Aug 23, 2022 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| Advancing Counterfactual Inference through Nonlinear Quantile Regression | Jun 9, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Exploring a new machine learning based probabilistic model for high-resolution indoor radon mapping, using the German indoor radon survey data | Oct 17, 2023 | Descriptivequantile regression | —Unverified | 0 |
| A new asymmetric ε-insensitive pinball loss function based support vector quantile regression model | Aug 19, 2019 | quantile regressionregression | —Unverified | 0 |
| A decomposition method to evaluate the `paradox of progress' with evidence for Argentina | Dec 7, 2021 | quantile regressionregression | —Unverified | 0 |
| A Composite Quantile Fourier Neural Network for Multi-Step Probabilistic Forecasting of Nonstationary Univariate Time Series | Dec 27, 2017 | FormPrediction Intervals | —Unverified | 0 |
| An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power | Mar 29, 2018 | Decision MakingForm | —Unverified | 0 |
| An Efficient Multi Quantile Regression Network with Ad Hoc Prevention of Quantile Crossing | May 31, 2024 | Computational Efficiencyquantile regression | —Unverified | 0 |
| Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression | Oct 18, 2020 | Anomaly DetectionLesion Detection | —Unverified | 0 |
| 2048: Reinforcement Learning in a Delayed Reward Environment | Jul 7, 2025 | quantile regressionreinforcement-learning | —Unverified | 0 |
| Adaptive, Distribution-Free Prediction Intervals for Deep Networks | May 25, 2019 | PredictionPrediction Intervals | —Unverified | 0 |
| Quantile Regression using Random Forest Proximities | Aug 5, 2024 | Prediction Intervalsquantile regression | —Unverified | 0 |
| Behind the Noise: Conformal Quantile Regression Reveals Emergent Representations | May 13, 2025 | DenoisingExperimental Design | —Unverified | 0 |
| Beta quantile regression for robust estimation of uncertainty in the presence of outliers | Sep 14, 2023 | Anomaly DetectionImage Reconstruction | —Unverified | 0 |
| A Long-term Dependent and Trustworthy Approach to Reactor Accident Prognosis based on Temporal Fusion Transformer | Oct 28, 2022 | Prognosisquantile regression | —Unverified | 0 |
| A ν- support vector quantile regression model with automatic accuracy control | Oct 21, 2019 | quantile regressionregression | —Unverified | 0 |
| Bayesian Mixed-Frequency Quantile Vector Autoregression: Eliciting tail risks of Monthly US GDP | Sep 5, 2022 | Data Augmentationquantile regression | —Unverified | 0 |
| An efficient model-free estimation of multiclass conditional probability | Sep 22, 2012 | quantile regressionregression | —Unverified | 0 |
| A Statistical Learning Approach to Modal Regression | Feb 20, 2017 | quantile regressionregression | —Unverified | 0 |
