Pitman–Yor process

Results: 16



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11Stochastic processes / Bayesian statistics / Statistical models / Probability theory / Dirichlet process / Formal grammar / Pitman–Yor process / Gibbs sampling / Inside-outside algorithm / Statistics / Probability and statistics / Formal languages

Variational Inference for Adaptor Grammars Noah A. Smith David M. Blei Shay B. Cohen School of Computer Science Computer Science Department School of Computer Science Carnegie Mellon University

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Source URL: www.cs.princeton.edu

Language: English - Date: 2010-08-18 22:20:55
12Dirichlet 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
13Statistical natural language processing / Dirichlet process / Probability theory / Dirichlet distribution / Mixture model / Pitman–Yor process / Dynamic topic model / Sampling / Concentration parameter / Statistics / Stochastic processes / Statistical models

Dependent Hierarchical Normalized Random Measures for Dynamic Topic Modeling Changyou Chen1,3 [removed] Research School of Computer Science, The Australian National University, Canberra, ACT, Australia

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:08
14Statistical natural language processing / Stochastic processes / Pitman–Yor process / Bayesian statistics / Markov models / N-gram / Perplexity / Language model / Statistical machine translation / Statistics / Probability and statistics / Probability

A Parallel Training Algorithm for Hierarchical Pitman-Yor Process Language Models Songfang Huang, Steve Renals The Centre for Speech Technology Research University of Edinburgh, Edinburgh, EH8 9AB, UK {s.f.huang, s.renal

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Source URL: homepages.inf.ed.ac.uk

Language: English - Date: 2009-09-11 07:00:25
15Chinese restaurant process / Parametric model / Mixture model / Pitman–Yor process / Hidden Markov model / Non-parametric statistics / Statistics / Stochastic processes / Dirichlet process

Hierarchical Bayesian Nonparametric Models with Applications Yee Whye Teh

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2010-06-29 13:51:31
16Statistical models / Statistical inference / Dirichlet process / Bayesian statistics / Dirichlet distribution / Mixture model / Chinese restaurant process / Pitman–Yor process / Probability distribution / Statistics / Stochastic processes / Statistical theory

Dirichlet Process Yee Whye Teh, University College London Related keywords: Bayesian nonparametrics, stochastic processes, clustering,

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2010-06-29 13:51:30
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