| Deep Learning: A Bayesian Perspective | Jun 1, 2017 | Deep Learningregression | —Unverified | 0 |
| Bayesian l_0-regularized Least Squares | May 31, 2017 | Computational EfficiencyVariable Selection | —Unverified | 0 |
| A projection pursuit framework for testing general high-dimensional hypothesis | May 2, 2017 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Pruning variable selection ensembles | Apr 26, 2017 | DiversityEnsemble Learning | —Unverified | 0 |
| Cross-Validation with Confidence | Mar 23, 2017 | Model SelectionVariable Selection | CodeCode Available | 0 |
| Outcome-adaptive lasso: variable selection for causal inference | Mar 8, 2017 | Causal InferenceVariable Selection | CodeCode Available | 0 |
| Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods | Mar 7, 2017 | Ensemble LearningPrediction | —Unverified | 0 |
| An update on statistical boosting in biomedicine | Feb 27, 2017 | regressionVariable Selection | —Unverified | 0 |
| Selection of training populations (and other subset selection problems) with an accelerated genetic algorithm (STPGA: An R-package for selection of training populations with a genetic algorithm) | Feb 26, 2017 | regressionVariable Selection | —Unverified | 0 |
| Interpreting Outliers: Localized Logistic Regression for Density Ratio Estimation | Feb 21, 2017 | Density Ratio EstimationOutlier Detection | —Unverified | 0 |
