| Supervised Multivariate Learning with Simultaneous Feature Auto-grouping and Dimension Reduction | Dec 17, 2021 | Dimensionality ReductionVariable Selection | —Unverified | 0 |
| Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture | Dec 16, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Variable Selection and Regularization via Arbitrary Rectangle-range Generalized Elastic Net | Dec 14, 2021 | Variable Selection | CodeCode Available | 0 |
| Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms | Nov 30, 2021 | regressionVariable Selection | —Unverified | 0 |
| A Fast Non-parametric Approach for Local Causal Structure Learning | Nov 29, 2021 | Variable Selection | —Unverified | 0 |
| Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes | Nov 8, 2021 | Gaussian ProcessesVariable Selection | CodeCode Available | 0 |
| Branch and Bound in Mixed Integer Linear Programming Problems: A Survey of Techniques and Trends | Nov 5, 2021 | Variable Selection | —Unverified | 0 |
| Semiparametric discrete data regression with Monte Carlo inference and prediction | Oct 23, 2021 | regressionVariable Selection | CodeCode Available | 0 |
| abess: A Fast Best Subset Selection Library in Python and R | Oct 19, 2021 | Model SelectionSparse Learning | CodeCode Available | 1 |
| Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-purpose Regularizer and Privacy Budget Retrieval and Recycling | Oct 16, 2021 | Privacy PreservingRetrieval | —Unverified | 0 |
