| Safe Element Screening for Submodular Function Minimization | May 22, 2018 | Combinatorial OptimizationSparse Learning | —Unverified | 0 | 0 |
| Safe Feature Pruning for Sparse High-Order Interaction Models | Jun 26, 2015 | Sparse LearningVocal Bursts Intensity Prediction | —Unverified | 0 | 0 |
| Safe Screening With Variational Inequalities and Its Application to LASSO | Jul 29, 2013 | Computational Efficiencyfeature selection | —Unverified | 0 | 0 |
| Scaling Continuous Kernels with Sparse Fourier Domain Learning | Sep 15, 2024 | Computational EfficiencySparse Learning | —Unverified | 0 | 0 |
| A Discriminative Gaussian Mixture Model with Sparsity | Nov 14, 2019 | modelSparse Learning | —Unverified | 0 | 0 |
| Simultaneous Clustering and Estimation of Heterogeneous Graphical Models | Nov 28, 2016 | ClusteringSparse Learning | —Unverified | 0 | 0 |
| Sketching for Convex and Nonconvex Regularized Least Squares with Sharp Guarantees | Nov 3, 2023 | Sparse Learning | —Unverified | 0 | 0 |
| Smoothing the Edges: Smooth Optimization for Sparse Regularization using Hadamard Overparametrization | Jul 7, 2023 | Sparse Learning | —Unverified | 0 | 0 |
| Sparse Learning and Class Probability Estimation with Weighted Support Vector Machines | Dec 17, 2023 | Ensemble LearningSparse Learning | —Unverified | 0 | 0 |
| Sparse Learning for Large-scale and High-dimensional Data: A Randomized Convex-concave Optimization Approach | Nov 12, 2015 | Sparse Learning | —Unverified | 0 | 0 |
