High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach

Boxin Zhao, Percy S. Zhai, Y. Samuel Wang +1

Undirected graphical models are widely used to model the conditional independence structure of vector-valued data. However, in many modern applications, for example those involving…