| Space Expansion of Feature Selection for Designing more Accurate Error Predictors | Dec 30, 2018 | feature selectionPrediction | —Unverified | 0 | 0 |
| Sparse Approximate Conic Hulls | Dec 1, 2017 | feature selection | —Unverified | 0 | 0 |
| Complexity-Optimized Sparse Bayesian Learning for Scalable Classification Tasks | Jul 17, 2021 | Classificationfeature selection | —Unverified | 0 | 0 |
| Sparse Centroid-Encoder: A Nonlinear Model for Feature Selection | Jan 30, 2022 | AttributeDimensionality Reduction | —Unverified | 0 | 0 |
| Sparse Domain Transfer via Elastic Net Regularization | May 13, 2024 | feature selection | —Unverified | 0 | 0 |
| Sparse _1 and _2 Center Classifiers | Nov 17, 2019 | Classificationfeature selection | —Unverified | 0 | 0 |
| Sparse Estimation Using General Likelihoods and Non-Factorial Priors | Dec 1, 2009 | feature selectionGeneral Classification | —Unverified | 0 | 0 |
| Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient | Nov 8, 2020 | feature selectionModel Selection | —Unverified | 0 | 0 |
| Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection | Feb 7, 2023 | Clusteringfeature selection | —Unverified | 0 | 0 |
| Sparse Group Inductive Matrix Completion | Apr 27, 2018 | feature selectionLow-Rank Matrix Completion | —Unverified | 0 | 0 |
| Sparse K-Means with _/_0 Penalty for High-Dimensional Data Clustering | Mar 31, 2014 | Clusteringfeature selection | —Unverified | 0 | 0 |
| Sparse Linear Centroid-Encoder: A Convex Method for Feature Selection | Jun 7, 2023 | feature selection | —Unverified | 0 | 0 |
| Sparse Matrix-based Random Projection for Classification | Dec 12, 2013 | ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| Sparse mixed linear modeling with anchor-based guidance for high-entropy alloy discovery | Apr 29, 2025 | feature selectionProperty Prediction | —Unverified | 0 | 0 |
| Sparse Modelling for Feature Learning in High Dimensional Data | Sep 28, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 | 0 |
| Sparse Multinomial Logistic Regression via Approximate Message Passing | Sep 15, 2015 | feature selectionGeneral Classification | —Unverified | 0 | 0 |
| Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity | Feb 25, 2022 | Additive modelsfeature selection | —Unverified | 0 | 0 |
| Sparse PCA via l_2,p-Norm Regularization for Unsupervised Feature Selection | Dec 29, 2020 | feature selection | —Unverified | 0 | 0 |
| Sparse Private LASSO Logistic Regression | Apr 24, 2023 | feature selectionModel Selection | —Unverified | 0 | 0 |
| Sparse Probit Linear Mixed Model | Jul 16, 2015 | feature selectionmodel | —Unverified | 0 | 0 |
| Sparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data | Jun 11, 2015 | compressed sensingfeature selection | —Unverified | 0 | 0 |
| Sparse Shrunk Additive Models | Jan 1, 2020 | Additive modelsfeature selection | —Unverified | 0 | 0 |
| Sparsity-based Feature Selection for Anomalous Subgroup Discovery | Jan 6, 2022 | feature selectionSubgroup Discovery | —Unverified | 0 | 0 |
| Regularization and feature selection for large dimensional data | Dec 6, 2017 | feature selectionGeneral Classification | —Unverified | 0 | 0 |
| Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification | Feb 27, 2025 | Contrastive LearningDenoising | —Unverified | 0 | 0 |