| Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis | May 17, 2018 | Optic Cup SegmentationSparse Learning | —Unverified | 0 |
| Learning on Hypergraphs with Sparsity | Apr 3, 2018 | Sparse Learning | —Unverified | 0 |
| Locally Convex Sparse Learning over Networks | Mar 31, 2018 | Sparse Learning | —Unverified | 0 |
| Proximal SCOPE for Distributed Sparse Learning: Better Data Partition Implies Faster Convergence Rate | Mar 15, 2018 | Sparse Learning | —Unverified | 0 |
| Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms | Mar 5, 2018 | Combinatorial OptimizationSparse Learning | CodeCode Available | 1 |
| A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data | Jan 18, 2018 | Classificationfeature selection | CodeCode Available | 0 |
| Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation | Jan 7, 2018 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Strongly Hierarchical Factorization Machines and ANOVA Kernel Regression | Dec 25, 2017 | parameter estimationregression | —Unverified | 0 |
| A New Data-Driven Sparse-Learning Approach to Study Chemical Reaction Networks | Dec 18, 2017 | Sparse Learning | —Unverified | 0 |
| Super-sparse Learning in Similarity Spaces | Dec 17, 2017 | General ClassificationSparse Learning | —Unverified | 0 |
