| Instrumental variable quantile regression under random right censoring | Sep 3, 2022 | quantile regressionregression | —Unverified | 0 |
| An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm | Aug 23, 2022 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networks | Aug 16, 2022 | Additive modelsComputational Efficiency | CodeCode Available | 0 |
| Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation | Aug 11, 2022 | Brain Tumor Segmentationimage-classification | —Unverified | 0 |
| Statistical Properties of the log-cosh Loss Function Used in Machine Learning | Aug 9, 2022 | quantile regressionregression | —Unverified | 0 |
| Quantile Random-Coefficient Regression with Interactive Fixed Effects: Heterogeneous Group-Level Policy Evaluation | Aug 7, 2022 | quantile regressionregression | —Unverified | 0 |
| Exploring Financial Networks Using Quantile Regression and Granger Causality | Jul 21, 2022 | quantile regressionregression | —Unverified | 0 |
| Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks | Jul 21, 2022 | quantile regressionregression | —Unverified | 0 |
| Semantic uncertainty intervals for disentangled latent spaces | Jul 20, 2022 | Image Super-Resolutionquantile regression | CodeCode Available | 0 |
| The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning | Jul 15, 2022 | Distributional Reinforcement Learningquantile regression | —Unverified | 0 |
| Improved conformalized quantile regression | Jul 6, 2022 | Conformal PredictionPrediction | —Unverified | 0 |
| Distributional neural networks for electricity price forecasting | Jul 6, 2022 | Managementquantile regression | —Unverified | 0 |
| LogGENE: A smooth alternative to check loss for Deep Healthcare Inference Tasks | Jun 19, 2022 | Binary ClassificationDrug Design | —Unverified | 0 |
| IGN : Implicit Generative Networks | Jun 13, 2022 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Conformal Prediction Intervals for Markov Decision Process Trajectories | Jun 10, 2022 | Conformal PredictionManagement | —Unverified | 0 |
| Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches | Jun 8, 2022 | quantile regressionregression | CodeCode Available | 0 |
| Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning | May 18, 2022 | Load ForecastingPrediction Intervals | CodeCode Available | 0 |
| 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 |