| Risk-averse policies for natural gas futures trading using distributional reinforcement learning | Jan 8, 2025 | Distributional Reinforcement Learningenergy trading | —Unverified | 0 |
| High-frequency Density Nowcasts of U.S. State-Level Carbon Dioxide Emissions | Jan 6, 2025 | Decision Makingquantile regression | —Unverified | 0 |
| Uncertainty separation via ensemble quantile regression | Dec 18, 2024 | quantile regressionregression | —Unverified | 0 |
| Convolution Mode Regression | Dec 7, 2024 | quantile regressionregression | —Unverified | 0 |
| Spatial Conformal Inference through Localized Quantile Regression | Dec 2, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Transfer Learning for High-dimensional Quantile Regression with Distribution Shift | Nov 29, 2024 | quantile regressionregression | —Unverified | 0 |
| Density-Calibrated Conformal Quantile Regression | Nov 29, 2024 | PredictionPrediction Intervals | —Unverified | 0 |
| Spatiotemporal Density Correction of Multivariate Global Climate Model Projections using Deep Learning | Nov 27, 2024 | Density Estimationquantile regression | —Unverified | 0 |
| Quantile deep learning models for multi-step ahead time series prediction | Nov 24, 2024 | Deep LearningPrediction | CodeCode Available | 0 |
| Conformalized High-Density Quantile Regression via Dynamic Prototypes-based Probability Density Estimation | Nov 2, 2024 | Density Estimationquantile regression | CodeCode Available | 0 |
| Coherent Hierarchical Probabilistic Forecasting of Electric Vehicle Charging Demand | Nov 1, 2024 | quantile regression | —Unverified | 0 |
| Predictive Quantile Regression with High-Dimensional Predictors: The Variable Screening Approach | Oct 19, 2024 | quantile regressionregression | —Unverified | 0 |
| Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict | Oct 18, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Global Censored Quantile Random Forest | Oct 16, 2024 | Feature Importancequantile regression | —Unverified | 0 |
| Generalized Distribution Prediction for Asset Returns | Oct 15, 2024 | Density EstimationPrediction | CodeCode Available | 0 |
| Deep and Probabilistic Solar Irradiance Forecast at the Arctic Circle | Oct 10, 2024 | quantile regression | —Unverified | 0 |
| Bayesian Binary Search | Oct 2, 2024 | Density Estimationquantile regression | —Unverified | 0 |
| Order of Magnitude Speedups for LLM Membership Inference | Sep 22, 2024 | quantile regression | —Unverified | 0 |
| Robust Bond Risk Premia Predictability Test in the Quantiles | Sep 19, 2024 | quantile regression | —Unverified | 0 |
| Quantile Regression for Distributional Reward Models in RLHF | Sep 16, 2024 | Diversityquantile regression | CodeCode Available | 0 |
| A sparse PAC-Bayesian approach for high-dimensional quantile prediction | Sep 3, 2024 | Econometricsquantile regression | —Unverified | 0 |
| Optimal Kernel Quantile Learning with Random Features | Aug 24, 2024 | quantile regressionregression | —Unverified | 0 |
| EX-DRL: Hedging Against Heavy Losses with EXtreme Distributional Reinforcement Learning | Aug 22, 2024 | Distributional Reinforcement Learningquantile regression | CodeCode Available | 0 |
| Enhancing Causal Discovery in Financial Networks with Piecewise Quantile Regression | Aug 22, 2024 | Causal Discoveryquantile regression | —Unverified | 0 |
| Magazine Supply Optimization: a Case-study | Aug 16, 2024 | quantile regression | —Unverified | 0 |