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

Piotr Graczyk, Bartosz Kołodziejek, Hideto Nakashima +1

Estimating high-dimensional precision matrices is a fundamental problem in modern statistics, with the graphical lasso and its ${\ell }_1$-penalty being a standard approach for recove…