| Lazy FSCA for Unsupervised Variable Selection | Mar 3, 2021 | Dimensionality ReductionVariable Selection | CodeCode Available | 0 |
| MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA | Feb 26, 2021 | Variable Selection | —Unverified | 0 |
| Consistent Sparse Deep Learning: Theory and Computation | Feb 25, 2021 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| Sparse online variational Bayesian regression | Feb 24, 2021 | Bayesian Inferenceregression | CodeCode Available | 0 |
| Risk factor identification for incident heart failure using neural network distillation and variable selection | Feb 17, 2021 | Decision MakingVariable Selection | —Unverified | 0 |
| Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation | Feb 12, 2021 | regressionVariable Selection | CodeCode Available | 0 |
| Unobserved classes and extra variables in high-dimensional discriminant analysis | Feb 3, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Counterfactual Generation with Knockoffs | Feb 1, 2021 | counterfactualVariable Selection | —Unverified | 0 |
| Predictive Quantile Regression with Mixed Roots and Increasing Dimensions: The ALQR Approach | Jan 27, 2021 | Model Selectionquantile regression | —Unverified | 0 |
| Statistical Methods for cis-Mendelian Randomization with Two-sample Summary-level Data | Jan 11, 2021 | Variable Selection | —Unverified | 0 |
