Maximum likelihood thresholds of Gaussian graphical models and graphical lasso

Daniel Irving Bernstein, Hayden Outlaw

Associated to each graph G is a Gaussian graphical model. Such models are often used in high-dimensional settings, i.e. where there are relatively few data points compared to the n…