Time Varying Undirected Graphs

Shuheng Zhou, John Lafferty, Larry Wasserman

Undirected graphs are often used to describe high dimensional distributions. Under sparsity conditions, the graph can be estimated using ${\ell }_1$ penalization methods. However, cur…