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Latent Dirichlet allocation / Topic model / Probabilistic latent semantic analysis / Expectation–maximization algorithm / Logarithm / Latent semantic analysis / Statistics / Statistical natural language processing / Machine learning


Documents as multiple overlapping windows into a grid of counts Alessandro Perina1 Nebojsa Jojic1 1
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Document Date: 2014-05-20 05:42:59


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File Size: 1,33 MB

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Washington / DC / Asuncion / Redmond / /

Company

Newsgroup / Neural Information Processing Systems / IEEE Press / MIT Press / 7th SIAM Intl / Jojic1 1 Manuele Bicego2 Andrzej Turski1 Microsoft Corporation / CCG 2D CG 3D CG LDA / Microsoft / Counting Grid ( ) Componential Counting Grid ( ) LDA / Day Results 90 80 75 70 Correspondence LDA LDA / /

Country

Jordan / United States / /

Facility

University of Verona / /

IndustryTerm

energy score spaces / much more efficient algorithms / negative free energy / search term / dot-product / search strategy / electronic devices / visualization applications / bake oil dish / em algorithm / oil / search results / learning algorithm / /

Organization

University of Verona / MIT / U.S. Securities and Exchange Commission / IEEE Computer Society / /

Person

Silva / V / /

Product

Eq.12 / Microsoft Corporation Portable Audio Device / /

ProgrammingLanguage

DC / /

PublishedMedium

Journal of machine Learning Research / the Science magazine / /

Technology

learning algorithm / iterative variational EM algorithm / artificial intelligence / DNA Chip / classification algorithms / Data Mining / expensive sampling algorithm / machine Learning / em algorithm / /

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http /

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