| Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension | Mar 10, 2013 | Variable Selection | —Unverified | 0 |
| Bayesian Compressed Regression | Mar 4, 2013 | Dimensionality Reductionregression | —Unverified | 0 |
| Gradient-based kernel method for feature extraction and variable selection | Dec 1, 2012 | Dimensionality ReductionVariable Selection | —Unverified | 0 |
| APPLE: Approximate Path for Penalized Likelihood Estimators | Nov 2, 2012 | parameter estimationVariable Selection | —Unverified | 0 |
| Mixture model for designs in high dimensional regression and the LASSO | Oct 17, 2012 | regressionVariable Selection | —Unverified | 0 |
| Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors | Sep 10, 2012 | regressionVariable Selection | —Unverified | 0 |
| Consistent selection of tuning parameters via variable selection stability | Aug 16, 2012 | regressionVariable Selection | —Unverified | 0 |
| High-Dimensional Screening Using Multiple Grouping of Variables | Aug 9, 2012 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Structured Estimation in Nonparameteric Cox Model | Jul 18, 2012 | modelVariable Selection | —Unverified | 0 |
| Multivariate Bernoulli distribution | Jun 8, 2012 | Variable Selection | —Unverified | 0 |
