| A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks | Dec 12, 2017 | Sparse Learning | —Unverified | 0 |
| Sparse learning of stochastic dynamic equations | Dec 6, 2017 | DenoisingSparse Learning | CodeCode Available | 0 |
| Parametric Simplex Method for Sparse Learning | Dec 1, 2017 | Sparse Learning | —Unverified | 0 |
| On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning | Dec 1, 2017 | Sparse Learning | —Unverified | 0 |
| Nonsparse learning with latent variables | Oct 7, 2017 | Model SelectionSparse Learning | —Unverified | 0 |
| Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation | Sep 2, 2017 | Sparse LearningVocal Bursts Valence Prediction | —Unverified | 0 |
| Subset Selection with Shrinkage: Sparse Linear Modeling when the SNR is low | Aug 10, 2017 | regressionSparse Learning | CodeCode Available | 0 |
| Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science | Jul 15, 2017 | Sparse Learning | CodeCode Available | 1 |
| On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions | Jun 19, 2017 | Sparse Learning | —Unverified | 0 |
| Automatically Redundant Features Removal for Unsupervised Feature Selection via Sparse Feature Graph | May 13, 2017 | feature selectionSparse Learning | —Unverified | 0 |
