A minimax optimal approach to high-dimensional double sparse linear regression

Yanhang Zhang, Zhifan Li, Shixiang Liu +1

In this paper, we focus our attention on the high-dimensional double sparse linear regression, that is, a combination of element-wise and group-wise sparsity. To address this probl…