| Impact of Economic Uncertainty, Geopolitical Risk, Pandemic, Financial & Macroeconomic Factors on Crude Oil Returns -- An Empirical Investigation | Oct 2, 2023 | quantile regression | —Unverified | 0 |
| Econometric Model Using Arbitrage Pricing Theory and Quantile Regression to Estimate the Risk Factors Driving Crude Oil Returns | Sep 22, 2023 | quantile regression | —Unverified | 0 |
| Beta quantile regression for robust estimation of uncertainty in the presence of outliers | Sep 14, 2023 | Anomaly DetectionImage Reconstruction | —Unverified | 0 |
| Instrumental variable estimation of the proportional hazards model by presmoothing | Sep 5, 2023 | quantile regressionregression | —Unverified | 0 |
| Smoothing ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties | Sep 4, 2023 | quantile regressionregression | —Unverified | 0 |
| Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification | Aug 29, 2023 | Conformal Predictionquantile regression | —Unverified | 0 |
| The Impact of Stocks on Correlations between Crop Yields and Prices and on Revenue Insurance Premiums using Semiparametric Quantile Regression | Aug 22, 2023 | quantile regression | —Unverified | 0 |
| Deep Evidential Learning for Bayesian Quantile Regression | Aug 21, 2023 | Disentanglementquantile regression | —Unverified | 0 |
| Value-Distributional Model-Based Reinforcement Learning | Aug 12, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Varying-coefficients for regional quantile via KNN-based LASSO with applications to health outcome study | Aug 8, 2023 | quantile regression | CodeCode Available | 0 |
| Causal Fair Machine Learning via Rank-Preserving Interventional Distributions | Jul 24, 2023 | AttributeDecision Making | CodeCode Available | 0 |
| Efficient Strongly Polynomial Algorithms for Quantile Regression | Jul 14, 2023 | quantile regressionregression | —Unverified | 0 |
| Uncertainty Quantification of the Virial Black Hole Mass with Conformal Prediction | Jul 11, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Scalable Membership Inference Attacks via Quantile Regression | Jul 7, 2023 | quantile regressionregression | —Unverified | 0 |
| Engression: Extrapolation through the Lens of Distributional Regression | Jul 3, 2023 | quantile regressionregression | CodeCode Available | 1 |
| Vector Quantile Regression on Manifolds | Jul 3, 2023 | quantile regressionregression | CodeCode Available | 0 |
| UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation | Jun 28, 2023 | Conformal PredictionPrediction | —Unverified | 0 |
| Deep Huber quantile regression networks | Jun 17, 2023 | quantile regressionregression | —Unverified | 0 |
| Modelling and Forecasting Macroeconomic Risk with Time Varying Skewness Stochastic Volatility Models | Jun 15, 2023 | quantile regressionregression | —Unverified | 0 |
| Integrating Uncertainty Awareness into Conformalized Quantile Regression | Jun 14, 2023 | Prediction Intervalsquantile regression | CodeCode Available | 0 |
| Advancing Counterfactual Inference through Nonlinear Quantile Regression | Jun 9, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Monte Carlo inference for semiparametric Bayesian regression | Jun 8, 2023 | Gaussian Processesquantile regression | —Unverified | 0 |
| Conformal Prediction for Federated Uncertainty Quantification Under Label Shift | Jun 8, 2023 | Conformal PredictionFederated Learning | —Unverified | 0 |
| Conformal Prediction with Missing Values | Jun 5, 2023 | Conformal PredictionData Augmentation | CodeCode Available | 1 |
| Improving the generalizability and robustness of large-scale traffic signal control | Jun 2, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |