Efficient Sparse Group Feature Selection via Nonconvex Optimization

Shuo Xiang, Xiaotong Shen, Jieping Ye

Sparse feature selection has been demonstrated to be effective in handling high-dimensional data. While promising, most of the existing works use convex methods, which may be subop…