| Asymptotic properties for combined L_1 and concave regularization | May 11, 2016 | Variable Selection | —Unverified | 0 |
| High dimensional thresholded regression and shrinkage effect | May 11, 2016 | Predictionregression | —Unverified | 0 |
| Unbiased split variable selection for random survival forests using maximally selected rank statistics | May 11, 2016 | Selection biasSurvival Prediction | —Unverified | 0 |
| Asymptotic equivalence of regularization methods in thresholded parameter space | May 11, 2016 | Variable Selection | —Unverified | 0 |
| Fuzzy clustering of distribution-valued data using adaptive L2 Wasserstein distances | May 2, 2016 | ClusteringVariable Selection | —Unverified | 0 |
| Developing an ICU scoring system with interaction terms using a genetic algorithm | Apr 22, 2016 | ICU MortalityMortality Prediction | —Unverified | 0 |
| An improved chromosome formulation for genetic algorithms applied to variable selection with the inclusion of interaction terms | Apr 22, 2016 | Computational EfficiencyVariable Selection | —Unverified | 0 |
| Improving SAT Solvers via Blocked Clause Decomposition | Apr 2, 2016 | Variable Selection | CodeCode Available | 0 |
| On the exact recovery of sparse signals via conic relaxations | Mar 15, 2016 | Sparse LearningVariable Selection | —Unverified | 0 |
| Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models | Mar 11, 2016 | ClusteringVariable Selection | —Unverified | 0 |
| Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification | Mar 3, 2016 | ClusteringGeneral Classification | —Unverified | 0 |
| DECOrrelated feature space partitioning for distributed sparse regression | Feb 8, 2016 | parameter estimationregression | —Unverified | 0 |
| DOLDA - a regularized supervised topic model for high-dimensional multi-class regression | Jan 31, 2016 | General ClassificationMulti-class Classification | CodeCode Available | 0 |
| Information-theoretic limits of Bayesian network structure learning | Jan 27, 2016 | regressionVariable Selection | —Unverified | 0 |
| Nonlinear variable selection with continuous outcome: a nonparametric incremental forward stagewise approach | Jan 20, 2016 | BIG-bench Machine LearningForm | —Unverified | 0 |
| Identifying relevant positions in proteins by Critical Variable Selection | Jan 19, 2016 | Multiple Sequence AlignmentVariable Selection | —Unverified | 0 |
| Joint Estimation of Precision Matrices in Heterogeneous Populations | Jan 2, 2016 | Clusteringparameter estimation | —Unverified | 0 |
| Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance | Dec 10, 2015 | Variable Selection | —Unverified | 0 |
| Closed-form Estimators for High-dimensional Generalized Linear Models | Dec 1, 2015 | FormVariable Selection | —Unverified | 0 |
| Optimal ETF Selection for Passive Investing | Nov 28, 2015 | Variable Selection | —Unverified | 0 |
| Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with the Ordered l1-Norm | Nov 18, 2015 | Variable Selection | —Unverified | 0 |
| Regularization vs. Relaxation: A conic optimization perspective of statistical variable selection | Oct 20, 2015 | Combinatorial OptimizationVariable Selection | —Unverified | 0 |
| Sélection de variables par le GLM-Lasso pour la prédiction du risque palustre | Sep 9, 2015 | EpidemiologyVariable Selection | —Unverified | 0 |
| The evolution of carrying capacity in constrained and expanding tumour cell populations | Aug 14, 2015 | SpecificityVariable Selection | —Unverified | 0 |
| The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization | Aug 8, 2015 | regressionVariable Selection | —Unverified | 0 |