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| Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates | Jan 24, 2025 | PredictionPrediction Intervals | —Unverified | 0 |
| Distributed Conformal Prediction via Message Passing | Jan 24, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Uncertainty-Aware Digital Twins: Robust Model Predictive Control using Time-Series Deep Quantile Learning | Jan 17, 2025 | Decision MakingModel Predictive Control | —Unverified | 0 |
| Enhanced Quantile Regression with Spiking Neural Networks for Long-Term System Health Prognostics | Jan 9, 2025 | Computational Efficiencyquantile regression | —Unverified | 0 |
| 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 |
