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Variable Selection

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TitleStatusHype
Sparse Learning for Variable Selection with Structures and Nonlinearities—0
Sparse PCA with False Discovery Rate Controlled Variable Selection—0
Sparse Quantile Huber Regression for Efficient and Robust Estimation—0
Sparse Reduced Rank Regression With Nonconvex Regularization—0
Spectral information criterion for automatic elbow detection—0
Spike-and-Slab Posterior Sampling in High Dimensions—0
Stability of a Generalized Debiased Lasso with Applications to Resampling-Based Variable Selection—0
Stability Selection for Structured Variable Selection—0
Stable Learning via Sample Reweighting—0
Stable Learning via Sparse Variable Independence—0
Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models—0
Statistical Inference in Classification of High-dimensional Gaussian Mixture—0
Statistical mechanical analysis of sparse linear regression as a variable selection problem—0
Statistical Mechanics of Dynamical System Identification—0
Statistical Methods for cis-Mendelian Randomization with Two-sample Summary-level Data—0
Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification—0
Stochastic Step-wise Feature Selection for Exponential Random Graph Models (ERGMs)—0
Online Linearized LASSO—0
Structural breaks detection and variable selection in dynamic linear regression via the Iterative Fused LASSO in high dimension—0
Structured Estimation in Nonparameteric Cox Model—0
Supervised Learning for Multi-Block Incomplete Data—0
Supervised Multivariate Learning with Simultaneous Feature Auto-grouping and Dimension Reduction—0
Support recovery without incoherence: A case for nonconvex regularization—0
Systematic reduction of Hyperspectral Images for high-throughput Plastic Characterization—0
Understanding Best Subset Selection: A Tale of Two C(omplex)ities—0
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