Robust estimation of latent tree graphical models: Inferring hidden states with inexact parameters

21 September 2011

Papers citing "Robust estimation of latent tree graphical models: Inferring hidden states with inexact parameters"

7 / 7 papers shown

Title
Learning loopy graphical models with latent variables: Efficient methods and guarantees Anima Anandkumar R. Valluvan 129 50 0 17 Mar 2012
$High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regression$ High-dimensional Ising model selection using ${\ell_1}$ -regularized logistic regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 212 957 0 02 Oct 2010
Learning Latent Tree Graphical Models M. Choi Vincent Y. F. Tan Anima Anandkumar A. Willsky 96 264 0 14 Sep 2010
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates Vincent Y. F. Tan Anima Anandkumar A. Willsky 93 49 0 05 May 2010
On the inference of large phylogenies with long branches: How long is too long? Elchanan Mossel S. Roch Allan Sly 94 18 0 20 Jan 2010
Information-theoretic limits of selecting binary graphical models in high dimensions N. Santhanam Martin J. Wainwright 119 204 0 16 May 2009
A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures Vincent Y. F. Tan Anima Anandkumar L. Tong A. Willsky 108 68 0 07 May 2009