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

8 July 2011

Anima Anandkumar

Vincent Y. F. Tan

Furong Huang

A. Willsky

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

31 / 31 papers shown

Title
Limit Theorems and Phase Transitions in the Tensor Curie-Weiss Potts Model Sanchayan Bhowal Somabha Mukherjee 65 2 0 03 Jul 2023
Sharp Signal Detection Under Ferromagnetic Ising Models Sohom Bhattacharya Rajarshi Mukherjee G. Ray 50 4 0 06 Oct 2021
On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies Tianyi Zhang Tatsunori Hashimoto AI4CE 69 30 0 12 Apr 2021
SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples Anshoo Tandon Aldric H. J. Yuan Vincent Y. F. Tan 36 9 0 22 Jan 2021
Estimation in Tensor Ising Models Somabha Mukherjee Jaesung Son B. Bhattacharya 77 12 0 29 Aug 2020
Parameter Estimation for Undirected Graphical Models with Hard Constraints B. Bhattacharya K. Ramanan 78 2 0 22 Aug 2020
Bayesian Model Selection for High-Dimensional Ising Models, With Applications to Educational Data Jaewoo Park Ick Hoon Jin M. Schweinberger 46 7 0 17 Nov 2019
An Introductory Guide to Fano's Inequality with Applications in Statistical Estimation Jonathan Scarlett Volkan Cevher 114 41 0 02 Jan 2019
Learning Restricted Boltzmann Machines via Influence Maximization Guy Bresler Frederic Koehler Ankur Moitra Elchanan Mossel AI4CE 70 29 0 25 May 2018
Lower Bounds for Two-Sample Structural Change Detection in Ising and Gaussian Models Aditya Gangrade B. Nazer Venkatesh Saligrama 66 6 0 28 Oct 2017
Property Testing in High Dimensional Ising models Matey Neykov Han Liu 75 20 0 20 Sep 2017
Learning Graphical Models Using Multiplicative Weights Adam R. Klivans Raghu Meka 90 113 0 20 Jun 2017
Information Theoretic Properties of Markov Random Fields, and their Algorithmic Applications Linus Hamilton Frederic Koehler Ankur Moitra 73 64 0 31 May 2017
Mixing Times and Structural Inference for Bernoulli Autoregressive Processes Dimitrios Katselis Carolyn L. Beck R. Srikant 51 15 0 19 Dec 2016
Square Hellinger Subadditivity for Bayesian Networks and its Applications to Identity Testing C. Daskalakis Qinxuan Pan 53 48 0 09 Dec 2016
Lower Bounds on Active Learning for Graphical Model Selection Jonathan Scarlett Volkan Cevher 58 8 0 08 Jul 2016
Learning a Tree-Structured Ising Model in Order to Make Predictions Guy Bresler Mina Karzand 104 46 0 22 Apr 2016
Active Learning Algorithms for Graphical Model Selection Gautam Dasarathy Aarti Singh Maria-Florina Balcan Jonghyuk Park 163 25 0 01 Feb 2016
Information-theoretic limits of Bayesian network structure learning Asish Ghoshal Jean Honorio 169 25 0 27 Jan 2016
Inference in Ising Models B. Bhattacharya Soumendu Sundar Mukherjee 83 58 0 25 Jul 2015
On Semiparametric Exponential Family Graphical Models Zhuoran Yang Y. Ning Han Liu 103 32 0 30 Dec 2014
Structure learning of antiferromagnetic Ising models Guy Bresler D. Gamarnik Devavrat Shah 115 43 0 03 Dec 2014
Efficiently learning Ising models on arbitrary graphs Guy Bresler 111 204 0 22 Nov 2014
Computational Implications of Reducing Data to Sufficient Statistics Andrea Montanari 95 38 0 12 Sep 2014
Active Learning for Undirected Graphical Model Selection Divyanshu Vats Robert D. Nowak Richard G. Baraniuk 151 8 0 13 Apr 2014
High-dimensional Ising model selection with Bayesian information criteria Rina Foygel Barber Mathias Drton 121 120 0 13 Mar 2014
Marginal Pseudo-Likelihood Learning of Markov Network structures J. Pensar Henrik J. Nyman Juha Niiranen J. Corander 44 3 0 20 Jan 2014
A Junction Tree Framework for Undirected Graphical Model Selection Divyanshu Vats Robert D. Nowak CML 128 8 0 17 Apr 2013
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses Po-Ling Loh Martin J. Wainwright 107 180 0 03 Dec 2012
Learning loopy graphical models with latent variables: Efficient methods and guarantees Anima Anandkumar R. Valluvan 193 50 0 17 Mar 2012
Robust estimation of latent tree graphical models: Inferring hidden states with inexact parameters Elchanan Mossel S. Roch Allan Sly 149 19 0 21 Sep 2011