Chinese restaurant process

Results: 37



#Item
21Dirichlet 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.princeton.edu

Language: English - Date: 2014-05-19 05:49:39
22Variational Bayesian methods / Statistical models / Expectation–maximization algorithm / Dirichlet process / Gibbs sampling / Mixture model / Bayesian inference / Exponential family / Kullback–Leibler divergence / Statistics / Bayesian statistics / Statistical theory

Variational Inference for the Nested Chinese Restaurant Process Chong Wang Computer Science Department Princeton University

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:55
23Statistical 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.princeton.edu

Language: English - Date: 2010-08-18 22:20:55
24Machine learning / Probability theory / Dirichlet process / Chinese restaurant process / Mixture model / Cluster analysis / Mixture / Exchangeable random variables / Statistics / Stochastic processes / Statistical models

Journal of Machine Learning Research[removed]2410 Submitted 10/09; Revised 12/10; Published 8/10 Distance Dependent Chinese Restaurant Processes David M. Blei

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Source URL: www.cs.princeton.edu

Language: English - Date: 2013-02-16 21:04:48
25Dirichlet distribution / Gamma distribution / Characteristic function / Parametric model / Chinese restaurant process / Pitman–Yor process / Statistics / Stochastic processes / Dirichlet process

Dependent Normalized Random Measures Changyou Chen1,3 [removed] Vinayak Rao2 [removed] Wray Buntine3,1

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

Language: English - Date: 2013-06-11 05:59:52
26Cluster analysis / Image processing / Segmentation / Market segmentation / Dirichlet process / K-means clustering / Mixture model / Chinese restaurant process / Spectral clustering / Statistics / Stochastic processes / Machine learning

Spatial distance dependent Chinese restaurant processes for image segmentation Soumya Ghosh1 , Andrei B. Ungureanu2 , Erik B. Sudderth1 , and David M. Blei3 1 Department of Computer Science, Brown University, {sghosh,su

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Source URL: www.cs.princeton.edu

Language: English - Date: 2011-11-29 11:07:08
27Chinese restaurant process / Mixture model / Gibbs sampling / Statistics / Stochastic processes / Dirichlet process

Distance dependent Chinese restaurant processes David M. Blei Department of Computer Science, Princeton University 35 Olden St., Princeton, NJ 08540

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:55
28Cluster analysis / Statistical models / K-means clustering / Mixture model / Expectation–maximization algorithm / Dirichlet process / Chinese restaurant process / Pattern recognition / Normal distribution / Statistics / Machine learning / Stochastic processes

Unsupervised Joint Alignment and Clustering using Bayesian Nonparametrics Marwan A. Mattar Allen R. Hanson Department of Computer Science

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Source URL: vis-www.cs.umass.edu

Language: English - Date: 2012-09-09 18:22:40
29Markov models / Multivariate statistics / Data mining / K-means clustering / Data stream clustering / Mixture model / Dirichlet process / Hidden Markov model / Spectral clustering / Statistics / Machine learning / Cluster analysis

Dynamic Non-Parametric Mixture Models and The Recurrent Chinese Restaurant Process : with Applications to Evolutionary Clustering Amr Ahmed Eric Xing School of Computer Science Carnegie Mellon University

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Source URL: www.cs.cmu.edu

Language: English - Date: 2008-02-01 08:51:44
30Dirichlet distribution / Mixture model / Hidden Markov model / Chinese restaurant process / Concentration parameter / Probability distribution / Markov chain / Johann Peter Gustav Lejeune Dirichlet / Statistics / Stochastic processes / Dirichlet process

Hierarchical Dirichlet Processes Yee Whye Teh [removed] Department of Computer Science, National University of Singapore, Singapore[removed]Michael I. Jordan

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Source URL: www.cs.berkeley.edu

Language: English - Date: 2005-11-16 13:23:59
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