| Extensions of stability selection using subsamples of observations and covariates | Jul 18, 2014 | Variable Selection | —Unverified | 0 |
| Sequential Advantage Selection for Optimal Treatment Regimes | May 20, 2014 | Decision MakingVariable Selection | —Unverified | 0 |
| A Permutation Approach for Selecting the Penalty Parameter in Penalized Model Selection | Apr 8, 2014 | Model SelectionVariable Selection | —Unverified | 0 |
| Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX | Apr 2, 2014 | Computational EfficiencyVariable Selection | —Unverified | 0 |
| Selective Factor Extraction in High Dimensions | Mar 25, 2014 | feature selectionModel Selection | —Unverified | 0 |
| Simultaneous sparse estimation of canonical vectors in the p>>N setting | Mar 24, 2014 | Classification Consistencyfeature selection | —Unverified | 0 |
| Sparse Quantile Huber Regression for Efficient and Robust Estimation | Feb 19, 2014 | quantile regressionregression | —Unverified | 0 |
| Feature and Variable Selection in Classification | Feb 10, 2014 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Sparse Bayesian Unsupervised Learning | Jan 30, 2014 | ClusteringVariable Selection | —Unverified | 0 |
| Monte Carlo Simulation for Lasso-Type Problems by Estimator Augmentation | Jan 17, 2014 | regressionVariable Selection | —Unverified | 0 |
