From Graphical Lasso to Atomic Norms: High-Dimensional Pattern Recovery

Piotr Graczyk, Bartosz Kołodziejek, Hideto Nakashima +1

We study high-dimensional precision-matrix estimation with polyhedral atomic-norm penalties on the off-diagonal entries. This framework covers the graphical lasso, ${\ell }_{\infty }$-ty…