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Publications by Wook Yeon Hwang
FIRST: Combining Forward Iterative Selection and Shrinkage in High Dimensional Sparse Linear Regression
Statistics and its Interface
Applied Mathematics
Statistics
Probability
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A Stepwise Regression Method and Consistent Model Selection for High-Dimensional Sparse Linear Models
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Sparse Signal Shrinkage and Outlier Detection in High-Dimensional Quantile Regression With Variational Bayes
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Variable Selection for Sparse High-Dimensional Nonlinear Regression Models by Combining Nonnegative Garrote and Sure Independence Screening
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Classification and Feature Selection in Sparse High-Dimensional Models
Model Selection for High Dimensional Quadratic Regression via Regularization
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Sparse Least Squares Support Vector Machines by Forward Selection Based on Linear Discriminant Analysis
Lecture Notes in Computer Science
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Improved Iterative Shrinkage-Thresholding for Sparse Signal Recovery via Laplace Mixtures Models
Eurasip Journal on Advances in Signal Processing
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Variable Clustering in High-Dimensional Linear Regression: The R Package Clere
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A Forward-Constrained Regression Algorithm for Sparse Kernel Density Estimation
IEEE Transactions on Neural Networks
