| Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors | Sep 10, 2012 | regressionVariable Selection | —Unverified | 0 |
| Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction | Dec 1, 2009 | feature selectionPrediction | —Unverified | 0 |
| Grouping effects of sparse CCA models in variable selection | Aug 7, 2020 | Variable Selection | —Unverified | 0 |
| Group Regularized Estimation under Structural Hierarchy | Nov 17, 2014 | Variable Selection | —Unverified | 0 |
| Group Sparse Additive Machine | Dec 1, 2017 | Additive modelsClassification | —Unverified | 0 |
| Group-sparse SVD Models and Their Applications in Biological Data | Jul 28, 2018 | Variable Selection | —Unverified | 0 |
| Harnessing the Potential of Volatility: Advancing GDP Prediction | Jun 18, 2023 | PredictionVariable Selection | —Unverified | 0 |
| Heterogeneous Exposures to Systematic and Idiosyncratic Risk across Crypto Assets: A Divide-and-Conquer Approach | Jun 26, 2025 | Variable Selection | —Unverified | 0 |
| Heteroscedastic Double Bayesian Elastic Net | Feb 4, 2025 | regressionVariable Selection | —Unverified | 0 |
| High Dimensional Bayesian Optimization with Kernel Principal Component Analysis | Apr 28, 2022 | Bayesian OptimizationCPU | —Unverified | 0 |
| High Dimensional Binary Choice Model with Unknown Heteroskedasticity or Instrumental Variables | Nov 13, 2023 | Density EstimationDimensionality Reduction | —Unverified | 0 |
| High-dimensional Ordinary Least-squares Projection for Screening Variables | Jun 5, 2015 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Screening Using Multiple Grouping of Variables | Aug 9, 2012 | Variable SelectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| High dimensional Sparse Gaussian Graphical Mixture Model | Aug 15, 2013 | modelparameter estimation | —Unverified | 0 |
| High dimensional thresholded regression and shrinkage effect | May 11, 2016 | Predictionregression | —Unverified | 0 |
| Hybrid Reinforcement Learning Framework for Mixed-Variable Problems | May 30, 2024 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Hyperspectral-Multispectral Image Fusion with Weighted LASSO | Mar 15, 2020 | AstronomySpecificity | —Unverified | 0 |
| Identifying Genetic Risk Factors via Sparse Group Lasso with Group Graph Structure | Sep 12, 2017 | Variable Selection | —Unverified | 0 |
| Identifying relevant positions in proteins by Critical Variable Selection | Jan 19, 2016 | Multiple Sequence AlignmentVariable Selection | —Unverified | 0 |
| Identifying spatial interdependence in panel data with large N and small T | Sep 7, 2023 | Variable Selection | —Unverified | 0 |
| Impact of novel aggregation methods for flexible, time-sensitive EHR prediction without variable selection or cleaning | Sep 17, 2019 | Variable Selection | —Unverified | 0 |
| Improved joint modelling of breast cancer radiomics features and hazard by image registration aided longitudinal CT data | Jan 12, 2025 | Image RegistrationLesion Detection | —Unverified | 0 |
| Improving Gibbs Sampler Scan Quality with DoGS | Jul 18, 2017 | Image SegmentationObject Recognition | —Unverified | 0 |
| Improving probability selecting based weights for Satisfiability Problem | Jul 30, 2020 | Variable Selection | —Unverified | 0 |
| Improving the Predictive Performances of k Nearest Neighbors Learning by Efficient Variable Selection | Nov 4, 2022 | regressionVariable Selection | —Unverified | 0 |