| Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) data | Jan 17, 2023 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Understanding Best Subset Selection: A Tale of Two C(omplex)ities | Jan 16, 2023 | Model SelectionVariable Selection | —Unverified | 0 |
| Bayesian Models of Functional Connectomics and Behavior | Jan 15, 2023 | Representation LearningVariable Selection | —Unverified | 0 |
| On High dimensional Poisson models with measurement error: hypothesis testing for nonlinear nonconvex optimization | Dec 31, 2022 | regressionVariable Selection | —Unverified | 0 |
| Functional Integrative Bayesian Analysis of High-dimensional Multiplatform Genomic Data | Dec 29, 2022 | Data IntegrationPrognosis | —Unverified | 0 |
| A machine learning framework for neighbor generation in metaheuristic search | Dec 22, 2022 | Combinatorial OptimizationVariable Selection | —Unverified | 0 |
| Multi-Task Learning for Sparsity Pattern Heterogeneity: Statistical and Computational Perspectives | Dec 16, 2022 | Multi-Task LearningVariable Selection | CodeCode Available | 0 |
| Applications of Machine Learning for the Ratemaking in Agricultural Insurances | Dec 6, 2022 | Variable Selection | —Unverified | 0 |
| Can Machine Learning discover the determining factors in participation in insurance schemes? A comparative analysis | Dec 6, 2022 | Variable Selection | —Unverified | 0 |
| Stable Learning via Sparse Variable Independence | Dec 2, 2022 | Variable Selection | —Unverified | 0 |
