Chinese restaurant process

Results: 37



#Item
11Categorical data / Markov models / Dirichlet process / Conjugate prior / Mixture model / Chinese restaurant process / Dirichlet distribution / Markov chain / Latent class model / Statistics / Statistical models / Stochastic processes

Journal of Machine Learning Research[removed]1224 Submitted 3/10; Revised 3/11; Published 4/11 The Indian Buffet Process: An Introduction and Review Thomas L. Griffiths

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Source URL: cocosci.berkeley.edu

Language: English - Date: 2011-04-11 17:58:43
12Dirichlet process / Chinese restaurant process / Markov chain / Mixture model / Statistics / Stochastic processes / Statistical models

Distance Dependent Infinite Latent Feature Models Samuel J. Gershman1 , Peter I. Frazier2 and David M. Blei3 1 Department of Brain and Cognitive Sciences,

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:21
13Statistical natural language processing / Statistical models / Statistical inference / Dirichlet process / Latent Dirichlet allocation / Chinese restaurant process / Non-parametric statistics / Mixture model / Bayesian network / Statistics / Stochastic processes / Bayesian statistics

The Nested Chinese Restaurant Process and Bayesian Nonparametric Inference of Topic Hierarchies DAVID M. BLEI Princeton University, Princeton, New Jersey AND

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Source URL: www.cs.columbia.edu

Language: English - Date: 2015-03-12 00:16:20
14Bioinformatics / Hidden Markov model / Markov processes / Markov chain / Dirichlet distribution / Dirichlet process / Chinese restaurant process / Concentration parameter / Statistics / Stochastic processes / Markov models

BNP_MSP_final_IEEEformat.dvi

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Source URL: www.stat.washington.edu

Language: English - Date: 2012-07-06 10:47:49
15Statistical theory / Statistical inference / Estimation theory / Hidden Markov model / Dirichlet process / Mixture model / Expectation–maximization algorithm / Dirichlet distribution / Chinese restaurant process / Statistics / Stochastic processes / Statistical models

A Sticky HDP-HMM with Application to Speaker Diarization

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Source URL: www.stat.washington.edu

Language: English - Date: 2013-09-06 16:11:07
16Pitman–Yor process / Chinese restaurant process / Non-parametric statistics / Conceptual model / Statistical inference / Johann Peter Gustav Lejeune Dirichlet / Hierarchical Dirichlet process / Statistics / Stochastic processes / Dirichlet process

Department of Systems Engineering and Engineering Management Seminar Series An Afternoon with Lancelot James Prof. Lancelot F. James

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Source URL: www.cityu.edu.hk

Language: English - Date: 2014-10-14 00:31:35
17Latent Dirichlet allocation / Dirichlet process / Mixture model / Chinese restaurant process / Topic model / Hidden Markov model / Hierarchy / Information retrieval / Bayes factor / Statistics / Statistical natural language processing / Stochastic processes

Hierarchical Topic Models and the Nested Chinese Restaurant Process David M. Blei [removed] Thomas L. Griffiths

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:54
18Statistics / Chinese restaurant process / Dirichlet distribution

Branch merging on continuum trees with applications to regenerative tree growth ∗ Franz Rembart

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Source URL: arxiv.org

Language: English - Date: 2014-12-29 20:51:51
19Dirichlet distribution / Pitman–Yor process / Parametric model / Dirac delta function / Normal distribution / Multinomial distribution / Probability distribution / Chinese restaurant process / Conjugate prior / Statistics / Stochastic processes / Dirichlet process

A Brief Overview of Nonparametric Bayesian Models NIPS 2009 Workshop Zoubin Ghahramani1 Department of Engineering University of Cambridge, UK [removed]

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Source URL: mlg.eng.cam.ac.uk

Language: English - Date: 2009-12-21 12:46:22
20Bernoulli process / Pitman–Yor process / Dirichlet distribution / Probability distribution / Bernoulli distribution / Chinese restaurant process / Poisson process / Point process / Conjugate prior / Statistics / Stochastic processes / Dirichlet process

Bayesian Analysis[removed], Number 2, pp. 439–476 Beta Processes, Stick-Breaking and Power Laws

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Source URL: ba.stat.cmu.edu

Language: English - Date: 2012-05-23 02:36:09
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