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A network approach to topic models

4 August 2017

Papers citing "A network approach to topic models"

20 / 20 papers shown

Title
Consistencies and inconsistencies between model selection and link prediction in networks Toni Vallès-Català Tiago P. Peixoto Roger Guimerà Marta Sales-Pardo 50 50 0 22 May 2017
Nonparametric Bayesian inference of the microcanonical stochastic block model Tiago P. Peixoto 41 166 0 09 Oct 2016
Network structure, metadata and the prediction of missing nodes and annotations Darko Hric Tiago P. Peixoto S. Fortunato 45 90 0 01 Apr 2016
Structure and inference in annotated networks Mark E. J. Newman A. Clauset 78 351 0 14 Jul 2015
Statistical laws in linguistics E. Altmann Martin Gerlach AI4CE 51 71 0 11 Feb 2015
"Look Ma, No Hands!" A Parameter-Free Topic Model Jian Tang Ming Zhang Qiaozhu Mei 34 6 0 10 Sep 2014
A high-reproducibility and high-accuracy method for automated topic classification Andrea Lancichinetti M. Sirer Jane X. Wang Daniel Ernesto Acuna Konrad Paul Kording L. A. N. Amaral 66 99 0 03 Feb 2014
Hierarchical Block Structures and High-resolution Model Selection in Large Networks Tiago P. Peixoto 116 375 0 16 Oct 2013
Parsimonious module inference in large networks Tiago P. Peixoto MoE 101 201 0 19 Dec 2012
Stochastic model for the vocabulary growth in natural languages Martin Gerlach E. Altmann 102 132 0 06 Dec 2012
Nested Hierarchical Dirichlet Processes John Paisley Chong-Jun Wang David M. Blei Michael I. Jordan BDL 106 235 0 25 Oct 2012
Negative Binomial Process Count and Mixture Modeling Mingyuan Zhou Lawrence Carin 78 205 0 15 Sep 2012
The Author-Topic Model for Authors and Documents Michal Rosen-Zvi Thomas Griffiths M. Steyvers Padhraic Smyth 475 1,694 0 11 Jul 2012
On Smoothing and Inference for Topic Models A. Asuncion Max Welling Padhraic Smyth Yee Whye Teh BDL 80 600 0 09 May 2012
Combinatorial clustering and the beta negative binomial process Tamara Broderick Lester W. Mackey John Paisley Michael I. Jordan 73 73 0 08 Nov 2011
Phase transition in the detection of modules in sparse networks A. Decelle Florent Krzakala Cristopher Moore Lenka Zdeborová 101 151 0 06 Feb 2011
Niche as a determinant of word fate in online groups E. Altmann J. Pierrehumbert A. Motter 87 62 0 17 Sep 2010
Communities in Networks M. A. Porter J. Onnela P. Mucha GNN 139 1,075 0 22 Feb 2009
The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies David M. Blei Thomas Griffiths Michael I. Jordan 542 706 0 03 Oct 2007
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 509 2,122 0 30 May 2007