| SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications | Apr 5, 2022 | Federated LearningSparse Learning | —Unverified | 0 |
| Safe Active Feature Selection for Sparse Learning | Jun 15, 2018 | feature selectionSparse Learning | —Unverified | 0 |
| Safe and Efficient Screening For Sparse Support Vector Machine | Oct 30, 2013 | Sparse Learning | —Unverified | 0 |
| Safe Element Screening for Submodular Function Minimization | May 22, 2018 | Combinatorial OptimizationSparse Learning | —Unverified | 0 |
| Safe Feature Pruning for Sparse High-Order Interaction Models | Jun 26, 2015 | Sparse LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Learning task structure via sparsity grouped multitask learning | May 13, 2017 | feature selectionSparse Learning | CodeCode Available | 0 |
| KNN Classification with One-step Computation | Dec 9, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Cross-Modal Ranking with Soft Consistency and Noisy Labels for Robust RGB-T Tracking | Sep 1, 2018 | ObjectObject Tracking | CodeCode Available | 0 |
| Accelerated Gradient Methods for Sparse Statistical Learning with Nonconvex Penalties | Sep 22, 2020 | DenoisingImage Denoising | CodeCode Available | 0 |
| HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization | Aug 14, 2023 | Sparse Learning | CodeCode Available | 0 |
| Subset Selection with Shrinkage: Sparse Linear Modeling when the SNR is low | Aug 10, 2017 | regressionSparse Learning | CodeCode Available | 0 |
| Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives | Apr 14, 2021 | Sparse LearningVariable Selection | CodeCode Available | 0 |
| Probabilistic Iterative Hard Thresholding for Sparse Learning | Sep 2, 2024 | Sparse Learning | CodeCode Available | 0 |
| Optimal approximation for unconstrained non-submodular minimization | May 29, 2019 | Bayesian OptimizationSparse Learning | CodeCode Available | 0 |
| SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning | Nov 7, 2021 | DeblurringGenerative Adversarial Network | CodeCode Available | 0 |
| Feature Selection: A Data Perspective | Jan 29, 2016 | feature selectionSparse Learning | CodeCode Available | 0 |
| CLASSP: a Biologically-Inspired Approach to Continual Learning through Adjustment Suppression and Sparsity Promotion | Apr 29, 2024 | Continual LearningSentiment Analysis | CodeCode Available | 0 |
| Building explainable graph neural network by sparse learning for the drug-protein binding prediction | Aug 27, 2023 | Graph Neural NetworkSparse Learning | CodeCode Available | 0 |
| MyESL: Sparse learning in molecular evolution and phylogenetic analysis | Jan 9, 2025 | Sparse Learning | CodeCode Available | 0 |
| Resource Constrained Model Compression via Minimax Optimization for Spiking Neural Networks | Aug 9, 2023 | Model CompressionSparse Learning | CodeCode Available | 0 |
| From safe screening rules to working sets for faster Lasso-type solvers | Mar 21, 2017 | Sparse Learning | CodeCode Available | 0 |
| 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 |
| 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 |
| The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost | Jul 16, 2019 | Anomaly DetectionFederated Learning | CodeCode Available | 0 |
| ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation | Aug 22, 2024 | Deep Learningimage-classification | CodeCode Available | 0 |
