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Normal distribution / Latent Dirichlet allocation / Expectation–maximization algorithm / Log-normal distribution / Exponential family / Topic model / Maximum likelihood / Multivariate normal distribution / Dirichlet distribution / Statistics / Statistical natural language processing / Estimation theory


Correlated Topic Models David M. Blei Department of Computer Science Princeton University
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Document Date: 2010-08-18 22:20:55


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City

Cambridge / /

Company

Neural Information Processing Systems / MIT Press / CTM LDA / /

Country

Jordan / /

Event

Environmental Issue / Natural Disaster / /

Facility

Carnegie Mellon University / University of Toronto / /

IndustryTerm

coordinate ascent algorithm / carbon carbon dioxide methane water energy gas fuel production / conjugate gradient algorithm / exploratory tool / variational inference algorithm / large online scholarly journal archive / water energy gas fuel production organic matter ozone / image processing / coordinate ascent optimization algorithm / africa site / online access / social networks / mean-field variational inference algorithm / analytic solution / keyword search / generalized mean field algorithm / /

MarketIndex

JSTOR / /

Organization

Royal Statistical Society / National Science Foundation / MIT / Department of Statistics / Correlated Topic Models David M. Blei Department / Princeton University / Carnegie Mellon University / School of Computer Science Carnegie Mellon University Abstract Topic / University of Toronto / /

Person

C. Bishop / J. Winn / D. Spiegelhalter / David M. Blei / /

Position

researcher / Head / Bishop / /

Product

Jensen / /

ProvinceOrState

Massachusetts / /

PublishedMedium

Journal of the Royal Statistical Society / Journal of Machine Learning Research / /

Region

north atlantic / /

Technology

neuroscience / variational inference algorithm / OCR / Natural Language Processing / x-ray / mean-field variational inference algorithm / generalized mean field algorithm / conjugate gradient algorithm / coordinate ascent optimization algorithm / optical character recognition / Machine Learning / simulation / coordinate ascent algorithm / genotype / recombination / image processing / /

URL

http /

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