A large-deviation analysis for the maximum likelihood learning of tree structures

by Tong, Lang, Tan, Vincent Yan Fu, Anandkumar, Animashree, Willsky, Alan S.
Published 2010

High-Dimensional Gaussian Graphical Model Selection: Walk Summability and Local Separation Criterion

by Willsky, Alan S., Tan, Vincent Yan Fu, Anandkumar, Animashree
Published 2013

How do the structure and the parameters of Gaussian tree models affect structure learning?

by Tan, Vincent Yan Fu, Anandkumar, Animashree, Willsky, Alan S.
Published 2011

Learning graphical models for hypothesis testing and classification

by Tan, Vincent Yan Fu, Sanghavi, Sujay, Fisher, John W., III, Willsky, Alan S.
Published 2012