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| Nonconvex Sparse Learning via Stochastic Optimization with Progressive Variance Reduction | May 9, 2016 | parameter estimationSparse Learning | —Unverified | 0 |
| On the exact recovery of sparse signals via conic relaxations | Mar 15, 2016 | Sparse LearningVariable Selection | —Unverified | 0 |
| Feature Selection: A Data Perspective | Jan 29, 2016 | feature selectionSparse Learning | CodeCode Available | 0 |
| Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach | Jan 22, 2016 | Sparse Learning | —Unverified | 0 |
| HONOR: Hybrid Optimization for NOn-convex Regularized problems | Dec 1, 2015 | Sparse Learning | —Unverified | 0 |
| Sparse learning of maximum likelihood model for optimization of complex loss function | Nov 18, 2015 | image-classificationImage Classification | —Unverified | 0 |
| Sparse Learning for Large-scale and High-dimensional Data: A Randomized Convex-concave Optimization Approach | Nov 12, 2015 | Sparse Learning | —Unverified | 0 |
| Parametric Maxflows for Structured Sparse Learning with Convex Relaxations of Submodular Functions | Sep 14, 2015 | Sparse Learning | —Unverified | 0 |
| Best Subset Selection via a Modern Optimization Lens | Jul 11, 2015 | regressionSparse Learning | —Unverified | 0 |