Optimal Bayesian estimation in stochastic block models

26 May 2015

Papers citing "Optimal Bayesian estimation in stochastic block models"

16 / 16 papers shown

Title
Rate-optimal graphon estimation Chao Gao Yu Lu Harrison H. Zhou 111 217 0 21 Oct 2014
The Horseshoe Estimator: Posterior Concentration around Nearly Black Vectors S. V. D. Pas B. Kleijn A. van der Vaart 64 169 0 01 Apr 2014
Bayesian linear regression with sparse priors I. Castillo Johannes Schmidt-Hieber A. van der Vaart 110 379 0 04 Mar 2014
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation E. Airoldi Thiago B. Costa Stanley H. Chan 118 191 0 07 Nov 2013
Posterior convergence rates for estimating large precision matrices using graphical models Sayantan Banerjee S. Ghosal 70 60 0 12 Feb 2013
Matrix estimation by Universal Singular Value Thresholding S. Chatterjee 300 523 0 06 Dec 2012
Needles and Straw in a Haystack: Posterior concentration for possibly sparse sequences I. Castillo A. van der Vaart 78 251 0 06 Nov 2012
Pseudo-likelihood methods for community detection in large sparse networks Arash A. Amini Aiyou Chen Peter J. Bickel Elizaveta Levina 163 407 0 10 Jul 2012
Asymptotic normality of maximum likelihood and its variational approximation for stochastic blockmodels Peter J. Bickel David S. Choi Xiangyu Chang Hai Zhang 149 221 0 04 Jul 2012
Posterior contraction in sparse Bayesian factor models for massive covariance matrices D. Pati A. Bhattacharya Natesh S. Pillai David B. Dunson 86 101 0 16 Jun 2012
$Rates of contraction for posterior distributions in $\bolds{L^r}$-metrics, $\bolds{1\le r\le\infty}$$ Rates of contraction for posterior distributions in $\bolds{L^r}$ -metrics, $\bolds{1\le r\le\infty}$ Evarist Giné Richard Nickl 68 108 0 09 Mar 2012
Consistency of community detection in networks under degree-corrected stochastic block models Yunpeng Zhao Elizaveta Levina Ji Zhu 155 426 0 18 Oct 2011
Bernstein von Mises Theorems for Gaussian Regression with increasing number of regressors D. Bontemps 98 74 0 07 Sep 2010
A survey of statistical network models Anna Goldenberg A. Zheng S. Fienberg E. Airoldi 160 980 0 29 Dec 2009
Convergence rates of posterior distributions for noniid observations S. Ghosal A. van der Vaart 251 395 0 03 Aug 2007
Mixed membership stochastic blockmodels E. Airoldi David M. Blei S. Fienberg Eric Xing 320 2,117 0 30 May 2007