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Variable Selection

Papers

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Showing 251–275 of 566 papers

TitleStatusHype
Correlation scenarios and correlation stress testing—0
Robust Variable Selection and Estimation Via Adaptive Elastic Net S-Estimators for Linear RegressionCode0
The SKIM-FA Kernel: High-Dimensional Variable Selection and Nonlinear Interaction Discovery in Linear TimeCode0
Sparsistent Model DiscoveryCode0
Semiparametric count data regression for self-reported mental health—0
AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival dataCode0
Bayesian Boosting for Linear Mixed Models—0
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
Face Attributes as Cues for Deep Face Recognition Understanding—0
Ordering-Based Causal Discovery with Reinforcement Learning—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
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