Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets

Jie Wang, Jieping Ye

Sparse-Group Lasso (SGL) has been shown to be a powerful regression technique for simultaneously discovering group and within-group sparse patterns by using a combination of the $\…