| Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis | May 26, 2022 | quantile regressionregression | CodeCode Available | 1 |
| Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning | May 18, 2022 | Load ForecastingPrediction Intervals | CodeCode Available | 0 |
| Gamma and Vega Hedging Using Deep Distributional Reinforcement Learning | May 10, 2022 | Distributional Reinforcement LearningPosition | CodeCode Available | 1 |
| Probabilistic Models for Manufacturing Lead Times | Apr 28, 2022 | Gaussian Processesquantile regression | —Unverified | 0 |
| Interpretable Battery Cycle Life Range Prediction Using Early Degradation Data at Cell Level | Apr 26, 2022 | Battery cycle life predictionDecision Making | —Unverified | 0 |
| Surrogate Ensemble Forecasting for Dynamic Climate Impact Models | Apr 12, 2022 | quantile regressionTime Series | —Unverified | 0 |
| Decomposition of Differences in Distribution under Sample Selection and the Gender Wage Gap | Apr 1, 2022 | quantile regressionregression | —Unverified | 0 |
| On the Construction of Distribution-Free Prediction Intervals for an Image Regression Problem in Semiconductor Manufacturing | Mar 7, 2022 | Conformal PredictionPhilosophy | —Unverified | 0 |
| Weighted-average quantile regression | Mar 6, 2022 | quantile regressionregression | —Unverified | 0 |
| A Robust Statistical Analysis of the Role of Hydropower on the System Electricity Price and Price Volatility | Mar 4, 2022 | quantile regressionregression | —Unverified | 0 |
| Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations | Feb 25, 2022 | quantile regressionTime Series | CodeCode Available | 0 |
| Predicting Value at Risk for Cryptocurrencies With Generalized Random Forests | Feb 24, 2022 | quantile regression | —Unverified | 0 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 |
| 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 |
| Physics-Informed Deep Monte Carlo Quantile Regression method for Interval Multilevel Bayesian Network-based Satellite Heat Reliability Analysis | Feb 14, 2022 | quantile regressionregression | —Unverified | 0 |
| Tail Risk of Electricity Futures | Feb 3, 2022 | quantile regression | —Unverified | 0 |
| Methodology for forecasting and optimization in IEEE-CIS 3rd Technical Challenge | Feb 2, 2022 | Load ForecastingMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Deep Non-Crossing Quantiles through the Partial Derivative | Jan 30, 2022 | Deep Learningquantile regression | —Unverified | 0 |
| Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption | Jan 10, 2022 | quantile regressionregression | —Unverified | 0 |
| Bayesian Approaches to Shrinkage and Sparse Estimation | Dec 22, 2021 | Bayesian Inferencequantile regression | CodeCode Available | 0 |
| Quantile Regression under Limited Dependent Variable | Dec 13, 2021 | quantile regressionregression | —Unverified | 0 |
| U.S. Long-Term Earnings Outcomes by Sex, Race, Ethnicity, and Place of Birth | Dec 10, 2021 | counterfactualquantile regression | —Unverified | 0 |
| Neural Multi-Quantile Forecasting for Optimal Inventory Management | Dec 10, 2021 | Managementquantile regression | —Unverified | 0 |
| A decomposition method to evaluate the `paradox of progress' with evidence for Argentina | Dec 7, 2021 | quantile regressionregression | —Unverified | 0 |
| Probabilistic Forecasting: A Level-Set Approach | Dec 1, 2021 | quantile regressionTime Series | —Unverified | 0 |