Probabilistic latent semantic analysis

Results: 166



#Item
151Psychometrics / Natural language processing / Multivariate statistics / Probabilistic latent semantic analysis / Expectation–maximization algorithm / Latent variable / Latent Dirichlet allocation / Mixture model / Gibbs sampling / Statistics / Statistical models / Statistical natural language processing

Exponential Family Harmoniums with an Application to Information Retrieval Max Welling & Michal Rosen-Zvi Information and Computer Science University of California

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-01 00:27:10
152Latent variable / Graphical model / Probabilistic latent semantic analysis / Hidden variable / Mixture model / Statistics / Statistical models / Boltzmann machine

Authors: Max Welling, Michal Rosen-Zvi, Geoffrey Hinton Presented by: Ankur Gandhe 1 

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-14 13:59:32
153Natural language processing / Probabilistic latent semantic analysis / Latent Dirichlet allocation / Multinomial distribution / Proceedings of the National Academy of Sciences of the United States of America / Dirichlet distribution / Latent class model / Latent semantic analysis / Information retrieval / Statistics / Statistical natural language processing / Categorical data

Colloquium Mixed-membership models of scientific publications Elena Erosheva*†, Stephen Fienberg‡§, and John Lafferty§¶ *Department of Statistics, School of Social Work, and Center for Statistics and the Social S

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Source URL: lib.stat.cmu.edu

Language: English - Date: 2004-07-28 12:15:38
154Learning to rank / Relevance / Okapi BM25 / Document retrieval / Vector space model / Text Retrieval Conference / Ranking function / Precision and recall / Probabilistic latent semantic analysis / Information science / Information retrieval / Science

Learning to Model Relatedness for News Recommendation Yuanhua Lv

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Source URL: sifaka.cs.uiuc.edu

Language: English - Date: 2011-02-02 20:49:31
155Topic model / Latent Dirichlet allocation / Dynamic topic model / Probabilistic latent semantic analysis / Document-term matrix / Mixture model / Pachinko allocation / Information retrieval / Dirichlet process / Statistics / Statistical natural language processing / Probability and statistics

review articles doi:[removed][removed]

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Source URL: www.cs.princeton.edu

Language: English - Date: 2012-06-05 15:28:29
156Learning / Categorical data / Probabilistic latent semantic analysis / Mind / Latent Dirichlet allocation / Memory / Machine learning / Statistical natural language processing / Statistics / Artificial intelligence

Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words Juan Carlos Niebles1,2 , Hongcheng Wang1 , Li Fei-Fei1

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Source URL: vision.stanford.edu

Language: English - Date: 2009-05-16 21:56:27
157Information retrieval / Statistical natural language processing / Matrix theory / Natural language processing / Linear algebra / Probabilistic latent semantic analysis / Latent semantic analysis / Latent Dirichlet allocation / Topic model / Algebra / Information science / Statistics

Probabilistic Topic Decomposition of an Eighteenth-Century American Newspaper

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Source URL: www.ics.uci.edu

Language: English - Date: 2008-10-31 18:54:19
158Artificial intelligence / Latent Dirichlet allocation / Topic model / Probabilistic latent semantic analysis / Dynamic topic model / Document-term matrix / Pachinko allocation / Graphical model / Information retrieval / Statistical natural language processing / Statistics / Machine learning

Introduction to Probabilistic Topic Models David M. Blei Princeton University

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Source URL: www.cs.princeton.edu

Language: English - Date: 2011-06-29 18:19:14
159Machine learning / Computer vision / Image processing / Categorical data / Probabilistic latent semantic analysis / Latent Dirichlet allocation / Caltech 101 / Segmentation / Object recognition / Statistics / Statistical natural language processing / Artificial intelligence

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Source URL: www.robots.ox.ac.uk

Language: English - Date: 2005-09-19 06:46:40
160Latent 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

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:56
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