High-dimensional structure estimation in Ising models: Local separation
criterion

High-dimensional structure estimation in Ising models: Local separation criterion

8 July 2011

Anima Anandkumar

Vincent Y. F. Tan

Furong Huang

Papers citing "High-dimensional structure estimation in Ising models: Local separation criterion"

18 / 18 papers shown

Title
Interaction Screening and Pseudolikelihood Approaches for Tensor Learning in Ising Models Tianyu Liu Somabha Mukherjee 26 0 0 20 Oct 2023
Limit Theorems and Phase Transitions in the Tensor Curie-Weiss Potts Model Sanchayan Bhowal Somabha Mukherjee 28 2 0 03 Jul 2023
Tensor Recovery in High-Dimensional Ising Models Tianyu Liu Somabha Mukherjee Rahul Biswas 28 2 0 02 Apr 2023
Sure Screening for Transelliptical Graphical Models Yuxiang Xie C. Shi R. Song 18 0 0 23 Sep 2022
Learning Restricted Boltzmann Machines via Influence Maximization Guy Bresler Frederic Koehler Ankur Moitra Elchanan Mossel AI4CE 20 29 0 25 May 2018
Joint estimation of parameters in Ising model Promit Ghosal Soumendu Sundar Mukherjee 22 45 0 19 Jan 2018
Lower Bounds for Two-Sample Structural Change Detection in Ising and Gaussian Models Aditya Gangrade B. Nazer Venkatesh Saligrama 24 6 0 28 Oct 2017
Property Testing in High Dimensional Ising models Matey Neykov Han Liu 24 20 0 20 Sep 2017
Learning Graphical Models Using Multiplicative Weights Adam R. Klivans Raghu Meka 20 112 0 20 Jun 2017
Lower Bounds on Active Learning for Graphical Model Selection Jonathan Scarlett V. Cevher 33 8 0 08 Jul 2016
Learning a Tree-Structured Ising Model in Order to Make Predictions Guy Bresler Mina Karzand 55 46 0 22 Apr 2016
On the Difficulty of Selecting Ising Models with Approximate Recovery Jonathan Scarlett V. Cevher 33 12 0 11 Feb 2016
Active Learning Algorithms for Graphical Model Selection Gautam Dasarathy Aarti Singh Maria-Florina Balcan Jonghyuk Park 21 25 0 01 Feb 2016
Inference in Ising Models B. Bhattacharya Soumendu Sundar Mukherjee 37 58 0 25 Jul 2015
Structure learning of antiferromagnetic Ising models Guy Bresler D. Gamarnik Devavrat Shah 54 43 0 03 Dec 2014
Efficiently learning Ising models on arbitrary graphs Guy Bresler 35 201 0 22 Nov 2014
Learning loopy graphical models with latent variables: Efficient methods and guarantees Anima Anandkumar R. Valluvan 50 50 0 17 Mar 2012
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