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Latent Dirichlet allocation / Probabilistic latent semantic analysis / Mixture model / Topic model / Dirichlet distribution / Expectation–maximization algorithm / Multinomial distribution / N-gram / Maximum likelihood / Statistics / Probability and statistics / Statistical natural language processing


Journal of Machine Learning Research[removed]1022 Submitted 2/02; Published 1/03 Latent Dirichlet Allocation David M. Blei
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Document Date: 2015-03-12 00:16:20

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LSI / Section 3 LDA / /

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EDU Computer Science Division University of California Berkeley / Statistics University of California Berkeley / /

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Internet search engines / parameter estimation algorithms / /

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University of California / idf / Statistics University / EDU Computer Science Division University / Stanford University Stanford / /

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Figure / Andrew Y. Ng / Michael I. Jordan / David M. Blei / /

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Editor / probabilistic graphical model in Figure / model / model for acceptable predictive performance / generative probabilistic model for these numbers / graphical model in Figure / /

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California / /

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Journal of Machine Learning Research / /

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parameter estimation algorithms / bioinformatics / Machine Learning / EM algorithm / /

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