A Survey on Latent Tree Models and Applications

4 February 2014

Papers citing "A Survey on Latent Tree Models and Applications"

10 / 10 papers shown

Title
Latent Tree Models and Approximate Inference in Bayesian Networks Yi Wang N. Zhang Tao Chen 41 55 0 15 Jan 2014
Asymptotic Model Selection for Directed Networks with Hidden Variables D. Geiger David Heckerman Christopher Meek 112 92 0 13 Feb 2013
Inferring Parameters and Structure of Latent Variable Models by Variational Bayes H. Attias CML BDL 54 666 0 23 Jan 2013
Learning the Dimensionality of Hidden Variables G. Elidan N. Friedman 51 66 0 10 Jan 2013
Robust estimation of latent tree graphical models: Inferring hidden states with inexact parameters Elchanan Mossel S. Roch Allan Sly 92 19 0 21 Sep 2011
Spectral Methods for Learning Multivariate Latent Tree Structure Omer Tamuz Ce Liu Daniel J. Hsu Ohad Shamir Serge J. Belongie Tong Zhang 75 250 0 07 Jul 2011
Effective Dimensions of Hierarchical Latent Class Models Tomas Kocka N. Zhang 53 21 0 30 Jun 2011
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
Forest Density Estimation Han Liu Min Xu Haijie Gu Anupam Gupta John D. Lafferty Larry A. Wasserman 97 123 0 10 Jan 2010