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Expectation–maximization algorithm / Missing data / Kullback–Leibler divergence / Constructible universe / Markov chain / Function / Latent Dirichlet allocation / Universal quantification / Variational Bayesian methods / Statistics / Mathematics / Estimation theory


Journal of Machine Learning Research[removed]2014 Submitted 5/07; Revised 6/08; Published 9/08 Mixed Membership Stochastic Blockmodels Edoardo M. Airoldi∗
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Document Date: 2008-09-30 16:01:51

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File Size: 3,93 MB

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228 Carl Icahn Laboratory / /

Country

Jordan / /

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pence / /

Facility

Princeton University / Computer Science Carnegie Mellon University / Sigler Institute / Statistics Carnegie Mellon University / /

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latent groups / coordinate ascent algorithm / na¨ıve algorithm / protein interaction networks / inner algorithm / variational inference algorithm / friendship network / image processing / nested variational inference algorithm / large coordinate ascent algorithm / gene regulatory networks / asymmetric interaction networks / na¨ıve variational algorithm / web-pages / social networks / approximate inference algorithms / /

Organization

School of Computer Science / EDU School of Computer Science Carnegie Mellon University Pittsburgh / Lewis-Sigler Institute for Integrative Genomics / EDU Department of Statistics Carnegie Mellon University Pittsburgh / Princeton University / EDU Department of Computer Science Princeton University Princeton / /

Person

Gregory / Davis / Bt / Stephen E. Fienberg / Edoardo M. Airoldi / Carley / John / Eric P. Xing / David M. Blei / John Bosco / /

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USA Editor / actor / Bishop / mixed membership model for relational data / social actor / /

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New Jersey / Pennsylvania / /

PublishedMedium

Journal of Machine Learning Research / /

Region

New England / /

Technology

Genomics / nested variational inference algorithm / variational inference algorithm / na¨ıve variational algorithm / inner algorithm / na¨ıve algorithm / large coordinate ascent algorithm / variational EM algorithm / approximate inference algorithms / Machine Learning / coordinate ascent algorithm / image processing / /

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