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Missing data / Bayesian statistics / Kalman filter / Latent Dirichlet allocation / Constructible universe / FO / Kullback–Leibler divergence / Variational Bayesian methods / Statistics / Estimation theory / Expectation–maximization algorithm


Mixed Membership Stochastic Blockmodels Edoardo M. Airoldi 1,2 , David M. Blei 1 , Stephen E. Fienberg 3,4 & Eric P. Xing 4∗ 1 Department of Computer Science, 2 Lewis-Sigler Institute, Princeton University 3
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Document Date: 2010-08-18 22:20:56


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Company

P. D. Hoff A. E. / M. Stephens N. A. / M. S. Handcock A. E. / /

Country

Jordan / /

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Facility

Princeton University / Cornell University / Lewis-Sigler Institute / Munich Institute of Protein Sequencing / /

IndustryTerm

observed physical interaction network / na¨ıve algorithm / protein interaction networks / variational inference algorithm / friendship network / protein networks / image processing / nested variational inference algorithm / large networks / gene regulatory networks / closed form solution / estimated protein interaction networks / asymmetric interaction networks / na¨ıve variational algorithm / web-pages / social networks / /

Organization

Lewis-Sigler Institute / School of Computer Science / Royal Statistical Society / American Statistical Association / Department of Computer Science / Munich Institute of Protein Sequencing / Department of Statistics / Princeton University / Carnegie Mellon University / Cornell University / /

Person

Gregory / P. Doreian / V / John / Eric P. Xing / David M. Blei / John Bosco / Sampson / Stephen E. Fienberg / /

Position

Bayesian hierarchical model for learning natural scene categories / /

Product

Pentax K-x Digital Camera / /

ProvinceOrState

Manitoba / /

PublishedMedium

American Journal of Human Genetics / Journal of the Royal Statistical Society / Machine Learning / Journal of Machine Learning Research / Journal of the American Statistical Association / Lecture Notes in Computer Science / /

Region

New England / /

Technology

nested variational inference algorithm / variational inference algorithm / na¨ıve variational algorithm / na¨ıve algorithm / variational EM algorithm / DNA Chip / Protein Sequencing / machine learning / image processing / /

URL

http /

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