| RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering | Jun 10, 2019 | Anomaly DetectionSparse Learning | CodeCode Available | 0 |
| Optimal approximation for unconstrained non-submodular minimization | May 29, 2019 | Bayesian OptimizationSparse Learning | CodeCode Available | 0 |
| forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction | May 23, 2019 | Classificationfeature selection | —Unverified | 0 |
| Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning | Apr 24, 2019 | ClusteringSparse Learning | —Unverified | 0 |
| Sparse Learning for Variable Selection with Structures and Nonlinearities | Mar 26, 2019 | BIG-bench Machine LearningSparse Learning | —Unverified | 0 |
| Structure learning via unstructured kernel-based M-regression | Jan 3, 2019 | quantile regressionregression | —Unverified | 0 |
| Proximal SCOPE for Distributed Sparse Learning | Dec 1, 2018 | Sparse Learning | —Unverified | 0 |
| Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application to Reinforcement Learning | Nov 2, 2018 | compressed sensingDenoising | —Unverified | 0 |
| Cross-Modal Ranking with Soft Consistency and Noisy Labels for Robust RGB-T Tracking | Sep 1, 2018 | ObjectObject Tracking | CodeCode Available | 0 |
| Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning | Aug 1, 2018 | RelationSparse Learning | —Unverified | 0 |
