Journal of Computational and Graphical Statistics· 2012Q1

A Sparse-Group Lasso

Noah Simon, Jerome H. Friedman, Trevor Hastie, Robert Tibshirani

Short summary

A new Sparse-Group Lasso model with L1 and L2 penalties achieves both group-wise and within-group sparsity in high-dimensional linear regression.

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