Dynamic topic model

Results: 92



#Item
61Topic model / Latent Dirichlet allocation / Ethology / Scientific modelling / Visualization / Dynamic topic model / Statistical natural language processing / Science / Statistics

Visualizing Topic Models Allison J.B. Chaney and David M. Blei Department of Computer Science Princeton University, Princeton, NJ USA [removed], [removed]

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Source URL: www.cs.princeton.edu

Language: English - Date: 2012-03-19 20:32:26
62Expectation–maximization algorithm / Dirichlet process / Cluster analysis / Dynamic topic model / Empirical Bayes method / Latent Dirichlet allocation / Bayesian inference / Exponential family / Bayesian network / Statistics / Bayesian statistics / Mixture model

Von Mises-Fisher Clustering Models Siddharth Gopal Carnegie Mellon University, Pittsburgh, PA[removed]USA SGOPAL 1@ CS . CMU . EDU

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Source URL: jmlr.org

Language: English - Date: 2014-02-16 19:30:21
63Latent Dirichlet allocation / Dynamic topic model / Variational Bayesian methods / Topic model / Hidden Markov model / Calculus of variations / Mixture model / Bayesian inference / Dirichlet process / Statistics / Statistical natural language processing / Bayesian statistics

Online Variational Inference for the Hierarchical Dirichlet Process Chong Wang John Paisley David M. Blei Computer Science Department, Princeton University

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Source URL: www.cs.princeton.edu

Language: English - Date: 2011-05-12 14:11:19
64Statistical models / Dynamic topic model / Markov models / Control theory / Variational Bayesian methods / Latent Dirichlet allocation / Mixture model / Topic model / Probabilistic latent semantic analysis / Statistics / Statistical natural language processing / Bayesian statistics

Continuous Time Dynamic Topic Models Chong Wang Computer Science Dept. Princeton University Princeton, NJ 08540

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:53
65Probability and statistics / Topic model / Latent Dirichlet allocation / Regression analysis / N-gram / Dynamic topic model / Statistical natural language processing / Statistics / Science

The Inverse Regression Topic Model Maxim Rabinovich† MR 608@ CAM . AC . UK Department of Engineering, University of Cambridge, Trumpington Street, Cambridge CB2 1PZ David M. Blei

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Source URL: jmlr.org

Language: English - Date: 2014-02-16 19:30:21
66Statistics / Markov models / Dynamic topic model / Information retrieval / Latent Dirichlet allocation / Natural language processing / Topic model / N-gram / Refer / Statistical natural language processing / Information science / Science

A Language-based Approach to Measuring Scholarly Impact Sean M. Gerrish SGERRISH @ CS . PRINCETON . EDU David M. Blei BLEI @ CS . PRINCETON . EDU

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:56
67Topic model / Deviance / Discrepancy function / Multinomial distribution / Multivariate Pólya distribution / Dynamic topic model / Statistics / Statistical natural language processing / Latent Dirichlet allocation

Bayesian Checking for Topic Models David Mimno David Blei Department of Computer Science Department of Computer Science

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Source URL: www.cs.princeton.edu

Language: English - Date: 2011-07-06 15:29:12
68Mathematics / Dynamic topic model / Latent Dirichlet allocation / Topic model / Perplexity / Markov random field / Expectation–maximization algorithm / Information retrieval / Statistical natural language processing / Statistics / Machine learning

Markov Topic Models Chong Wang ∗ Computer Science Dept. Princeton University Princeton, NJ 08540

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:56
69Topic 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]Surveying a suite of algorithms that offer a solution to managing large document archives. by David M. Blei

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Source URL: www.cs.princeton.edu

Language: English - Date: 2012-06-05 15:28:29
70Latent Dirichlet allocation / Topic model / Kullback–Leibler divergence / Gibbs sampling / Hellinger distance / Variational Bayesian methods / Probabilistic latent semantic analysis / Expectation–maximization algorithm / Information retrieval / Statistics / Statistical natural language processing / Dynamic topic model

Online Polylingual Topic Models for Fast Document Translation Detection Kriste Krstovski School of Computer Science University of Massachusetts Amherst Amherst, MA, [removed]removed]

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Source URL: aclweb.org

Language: English - Date: 2013-07-25 09:32:19
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