Sparse Inverse Covariance Estimation via an Adaptive Gradient-Based Method

Suvrit Sra, Dongmin Kim

We study the problem of estimating from data, a sparse approximation to the inverse covariance matrix. Estimating a sparsity constrained inverse covariance matrix is a key componen…