| Optimality of Graphlet Screening in High Dimensional Variable Selection | Apr 29, 2012 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| A Multi-objective Exploratory Procedure for Regression Model Selection | Mar 28, 2012 | Decision MakingModel Selection | —Unverified | 0 |
| EigenNet: A Bayesian hybrid of generative and conditional models for sparse learning | Dec 1, 2011 | Sparse LearningVariable Selection | —Unverified | 0 |
| A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition | Aug 16, 2011 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference | Dec 1, 2010 | Causal Inferenceregression | —Unverified | 0 |
| Multivariate Dyadic Regression Trees for Sparse Learning Problems | Dec 1, 2010 | General Classificationregression | —Unverified | 0 |
| A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups | Dec 1, 2010 | Variable Selection | —Unverified | 0 |
| Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction | Dec 1, 2009 | feature selectionPrediction | —Unverified | 0 |
| Nonparametric Greedy Algorithms for the Sparse Learning Problem | Dec 1, 2009 | Additive modelsregression | —Unverified | 0 |
| Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation | Dec 1, 2009 | Model SelectionVariable Selection | —Unverified | 0 |
| Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning | Dec 1, 2008 | Variable Selection | —Unverified | 0 |
| Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning | Sep 9, 2008 | Variable Selection | —Unverified | 0 |
| BART: Bayesian additive regression trees | Jun 19, 2008 | Causal InferenceDrug Discovery | CodeCode Available | 0 |
| Bolasso: model consistent Lasso estimation through the bootstrap | Apr 8, 2008 | modelModel Selection | CodeCode Available | 0 |
| Catching Change-points with Lasso | Dec 1, 2007 | Variable Selection | —Unverified | 0 |
| Covariance and PCA for Categorical Variables | Nov 28, 2007 | Variable Selection | CodeCode Available | 0 |
