Statistical natural language processing

Results: 1681



#Item
531Topic 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.columbia.edu

Language: English - Date: 2015-03-12 00:16:21
532Bayesian statistics / Latent Dirichlet allocation / Expectation–maximization algorithm / Variational Bayesian methods / Gibbs sampling / Dirichlet distribution / Topic model / Markov chain Monte Carlo / Markov chain / Statistics / Statistical natural language processing / Markov models

Sparse stochastic inference for latent Dirichlet allocation David Mimno [removed] Princeton U., Dept. of Computer Science, 35 Olden St., Princeton, NJ 08540, USA Matthew D. Hoffman

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:22
533Categorical data / Probabilistic latent semantic analysis / Statistical classification / Fisher kernel / Generative model / Latent Dirichlet allocation / Expectation–maximization algorithm / Statistics / Statistical natural language processing / Machine learning

A Comparison on Score Spaces for Expression Microarray Data Classification Alessandro Perina1 , Pietro Lovato2 , Marco Cristani2,3 , and Manuele Bicego2 1 2

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Source URL: profs.sci.univr.it

Language: English - Date: 2012-06-26 09:41:01
534Grammar / Lexical semantics / Generative linguistics / Head-driven phrase structure grammar / Parsing / Word-sense disambiguation / Treebank / SYNTAX / Lexical item / Linguistics / Computational linguistics / Natural language processing

A Statistical Approach towards Unknown Word Type Prediction for Deep Grammars Yi Zhang and Valia Kordoni Department of Computational Linguistics Saarland University Saarbr¨

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Source URL: www.alta.asn.au

Language: English - Date: 2006-02-22 22:07:55
535Dirichlet process / Latent Dirichlet allocation / Dirichlet distribution / Mixture model / Hidden Markov model / Concentration parameter / Normal distribution / Topic model / Golden ratio / Statistics / Probability and statistics / Statistical natural language processing

The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling Sinead Williamson Department of Engineering, University of Cambridge, Trumpington Street, Cambridge, UK

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
536Probabilistic latent semantic analysis / Machine learning / Latent Dirichlet allocation / Generative model / Generative / Histogram / Document-term matrix / Focus / Atomic nucleus / Statistics / Statistical natural language processing / Categorical data

Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma Aydın Ula¸s1, , Peter J. Sch¨ uffler2 , Manuele Bicego1, 1 Umberto Castellani , and Vittorio Murino1,3

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Source URL: profs.sci.univr.it

Language: English - Date: 2012-06-26 09:41:01
537Microarrays / Molecular biology / Bioinformatics / Gene expression / Statistical natural language processing / Probabilistic latent semantic analysis / Gene expression profiling / DNA microarray / Expectation–maximization algorithm / Statistics / Biology / Science

2010 International Conference on Pattern Recognition Biclustering of expression microarray data with topic models Manuele Bicego∗† , Pietro Lovato∗ , Alberto Ferrarini∗ Massimo Delledonne∗ ∗ University of Ve

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Source URL: profs.sci.univr.it

Language: English - Date: 2012-06-26 09:41:00
538Statistical 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.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
539Expectation–maximization algorithm / Latent Dirichlet allocation / Normal distribution / Exponential family / Errors-in-variables models / Statistics / Statistical natural language processing / Symbol

Supervised topic models Jon D. McAuliffe Department of Statistics University of Pennsylvania, Wharton School

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:20
540Estimation theory / Automatic image annotation / Expectation–maximization algorithm / Latent Dirichlet allocation / Topic model / Maximum likelihood / LabelMe / Annotation / Dimensional analysis / Statistics / Artificial intelligence / Statistical natural language processing

Simultaneous Image Classification and Annotation Chong Wang, David Blei, Li Fei-Fei Computer Science Department Princeton University {chongw, blei, feifeili}@cs.princeton.edu

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:23
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