Spectral Methods for Learning Multivariate Latent Tree Structure

Spectral Methods for Learning Multivariate Latent Tree Structure

7 July 2011

Serge J. Belongie

Tong Zhang

Papers citing "Spectral Methods for Learning Multivariate Latent Tree Structure"

10 / 10 papers shown

Title
Geometry of Similarity Comparisons Puoya Tabaghi Jianhao Peng O. Milenkovic Ivan Dokmanić 45 5 0 17 Jun 2020
Learning Bayesian Network Structure from Massive Datasets: The "Sparse Candidate" Algorithm N. Friedman I. Nachman Dana Peér 138 654 0 23 Jan 2013
Large-Sample Learning of Bayesian Networks is NP-Hard D. M. Chickering Christopher Meek David Heckerman BDL 100 792 0 19 Oct 2012
Dimension-free tail inequalities for sums of random matrices Daniel J. Hsu Sham Kakade Tong Zhang 62 23 0 09 Apr 2011
$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 205 957 0 02 Oct 2010
Learning Latent Tree Graphical Models M. Choi Vincent Y. F. Tan Anima Anandkumar A. Willsky 90 264 0 14 Sep 2010
Latent variable graphical model selection via convex optimization V. Chandrasekaran P. Parrilo A. Willsky CML 176 509 0 06 Aug 2010
Learning Mixtures of Gaussians using the k-means Algorithm Kamalika Chaudhuri S. Dasgupta Andrea Vattani 139 35 0 01 Dec 2009
Reduced-Rank Hidden Markov Models S. Siddiqi Byron Boots Geoffrey J. Gordon BDL 180 135 0 06 Oct 2009
Identifiability of parameters in latent structure models with many observed variables E. Allman C. Matias J. Rhodes CML 118 532 0 29 Sep 2008