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Variable Selection

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TitleStatusHype
Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond—0
A Subspace-based Approach for Dimensionality Reduction and Important Variable Selection—0
Grouped Variable Selection for Generalized Eigenvalue ProblemsCode0
Characterizing the SLOPE Trade-off: A Variational Perspective and the Donoho-Tanner LimitCode0
Deep Multistage Multi-Task Learning for Quality Prediction of Multistage Manufacturing Systems—0
Ordering-Based Causal Discovery with Reinforcement Learning—0
Face Attributes as Cues for Deep Face Recognition Understanding—0
A Splicing Approach to Best Subset of Groups SelectionCode0
Bayesian subset selection and variable importance for interpretable prediction and classification—0
Grouped Variable Selection with Discrete Optimization: Computational and Statistical PerspectivesCode0
Parallel integrative learning for large-scale multi-response regression with incomplete outcomes—0
Variable selection with missing data in both covariates and outcomes: Imputation and machine learningCode0
A Two-Stage Variable Selection Approach for Correlated High Dimensional Predictors—0
Lazy FSCA for Unsupervised Variable SelectionCode0
MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA—0
Consistent Sparse Deep Learning: Theory and ComputationCode0
Sparse online variational Bayesian regressionCode0
Risk factor identification for incident heart failure using neural network distillation and variable selection—0
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects EstimationCode0
Unobserved classes and extra variables in high-dimensional discriminant analysis—0
Counterfactual Generation with Knockoffs—0
Predictive Quantile Regression with Mixed Roots and Increasing Dimensions: The ALQR Approach—0
Statistical Methods for cis-Mendelian Randomization with Two-sample Summary-level Data—0
On the Management of Type 1 Diabetes Mellitus with IoT Devices and ML Techniques—0
Solving Mixed Integer Programs Using Neural Networks—0
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