| The column measure and Gradient-Free Gradient Boosting | Sep 24, 2019 | Computational EfficiencyModel Selection | —Unverified | 0 |
| Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning | Sep 17, 2019 | Variable Selection | —Unverified | 0 |
| Variable selection with false discovery rate control in deep neural networks | Sep 17, 2019 | Variable Selection | CodeCode Available | 0 |
| Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing | Sep 13, 2019 | Decision MakingFeature Engineering | —Unverified | 0 |
| Importance of spatial predictor variable selection in machine learning applications -- Moving from data reproduction to spatial prediction | Aug 21, 2019 | Variable Selection | CodeCode Available | 0 |
| Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting | Aug 4, 2019 | General Classificationregression | —Unverified | 0 |
| Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models | Jul 18, 2019 | Model Selectionparameter estimation | —Unverified | 0 |
| Iteratively Reweighted _1-Penalized Robust Regression | Jul 9, 2019 | regressionVariable Selection | CodeCode Available | 0 |
| Efficient Regularized Piecewise-Linear Regression Trees | Jun 29, 2019 | GPUregression | —Unverified | 0 |
| Multiple Testing and Variable Selection along the path of the Least Angle Regression | Jun 28, 2019 | Model Selectionregression | CodeCode Available | 0 |
