Our proof relies on anewtype of synthetic data generator,Sequential Synthetic14 Data Generators, which we believe may be of interest of their own right.
Likeintheclassical graphical lassoproblem, recent works made use of the`1-norm with the goal of promoting sparsity in the Laplacian constrained precision matrix estimation.