A unified precision matrix estimation framework via sparse column-wise inverse operator under weak sparsity

Zeyu Wu, Cheng Wang, Weidong Liu

In this paper, we estimate the high dimensional precision matrix under the weak sparsity condition where many entries are nearly zero. We revisit the sparse column-wise inverse ope…