| Safe Feature Pruning for Sparse High-Order Interaction Models | Jun 26, 2015 | Sparse LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Direct l_(2,p)-Norm Learning for Feature Selection | Apr 2, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| A Nonconvex Approach for Structured Sparse Learning | Mar 7, 2015 | Sparse Learning | —Unverified | 0 |
| Statistical Limits of Convex Relaxations | Mar 4, 2015 | Sparse LearningStochastic Block Model | —Unverified | 0 |
| Pathwise Coordinate Optimization for Sparse Learning: Algorithm and Theory | Dec 23, 2014 | parameter estimationSparse Learning | —Unverified | 0 |
| Accelerated Mini-batch Randomized Block Coordinate Descent Method | Dec 1, 2014 | Sparse LearningStochastic Optimization | —Unverified | 0 |
| Partial Occlusion Handling for Visual Tracking via Robust Part Matching | Jun 1, 2014 | Occlusion HandlingSparse Learning | —Unverified | 0 |
| A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning | Apr 9, 2014 | Sparse Learning | —Unverified | 0 |
| Beyond L2-Loss Functions for Learning Sparse Models | Mar 26, 2014 | ClusteringRetrieval | —Unverified | 0 |
| Sparse Learning over Infinite Subgraph Features | Mar 20, 2014 | AllSparse Learning | —Unverified | 0 |
