Chow-Liu++: Optimal Prediction-Centric Learning of Tree Ising Models

7 June 2021

Papers citing "Chow-Liu++: Optimal Prediction-Centric Learning of Tree Ising Models"

6 / 6 papers shown

Title
Outlier-Robust Learning of Ising Models Under Dobrushin's Condition Ilias Diakonikolas D. Kane Alistair Stewart Yuxin Sun 31 15 0 03 Feb 2021
Predictive Learning on Hidden Tree-Structured Ising Models Konstantinos E. Nikolakakis Dionysios S. Kalogerias Anand D. Sarwate 40 12 0 11 Dec 2018
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models Shanshan Wu Sujay Sanghavi A. Dimakis 37 50 0 28 Oct 2018
Can local particle filters beat the curse of dimensionality? Patrick Rebeschini R. Handel 75 239 0 28 Jan 2013
$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 158 957 0 02 Oct 2010
A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures Vincent Y. F. Tan Anima Anandkumar L. Tong A. Willsky 91 68 0 07 May 2009