Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal
Structures

Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures

28 September 2009

Vincent Y. F. Tan

Anima Anandkumar

Papers citing "Learning Gaussian Tree Models: Analysis of Error Exponents and Extremal Structures"

12 / 12 papers shown

Title
Optimal estimation of Gaussian (poly)trees Yuhao Wang Ming Gao Wai Ming Tai Bryon Aragam Arnab Bhattacharyya TPM 32 1 0 09 Feb 2024
Decentralized Learning of Tree-Structured Gaussian Graphical Models from Noisy Data Akram Hussain 38 0 0 22 Sep 2021
Predictive Learning on Hidden Tree-Structured Ising Models Konstantinos E. Nikolakakis Dionysios S. Kalogerias Anand D. Sarwate 25 12 0 11 Dec 2018
Non-submodular Function Maximization subject to a Matroid Constraint, with Applications Khashayar Gatmiry Manuel Gomez Rodriguez 32 7 0 19 Nov 2018
Learning of Tree-Structured Gaussian Graphical Models on Distributed Data under Communication Constraints Mostafa Tavassolipour S. Motahari M. Manzuri-Shalmani 16 8 0 21 Sep 2018
Learning Graphs with Monotone Topology Properties and Multiple Connected Components Eduardo Pavez Hilmi E. Egilmez Antonio Ortega 31 54 0 31 May 2017
Structure Learning in Graphical Modeling Mathias Drton Marloes H. Maathuis CML 44 246 0 07 Jun 2016
Robust estimation of latent tree graphical models: Inferring hidden states with inexact parameters Elchanan Mossel S. Roch Allan Sly 28 19 0 21 Sep 2011
High-Dimensional Gaussian Graphical Model Selection: Walk Summability and Local Separation Criterion Anima Anandkumar Vincent Y. F. Tan A. Willsky 56 90 0 06 Jul 2011
Learning Latent Tree Graphical Models M. Choi Vincent Y. F. Tan Anima Anandkumar A. Willsky 56 262 0 14 Sep 2010
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates Vincent Y. F. Tan Anima Anandkumar A. Willsky 67 49 0 05 May 2010
A Large-Deviation Analysis of the Maximum-Likelihood Learning of Markov Tree Structures Vincent Y. F. Tan Anima Anandkumar L. Tong A. Willsky 76 68 0 07 May 2009