Pitman–Yor process

Results: 16



#Item
1

A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction Phil Blunsom Department of Computer Science University of Oxford

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Source URL: anthology.aclweb.org

Language: English - Date: 2011-05-20 17:36:18
    2Pitman–Yor process / Chinese restaurant process / Dirichlet distribution / Concentration parameter / Mixture model / Bayesian inference / Prior probability / Statistics / Stochastic processes / Dirichlet process

    An Alternative Prior Process for Nonparametric Bayesian Clustering Hanna M. Wallach Department of Computer Science University of Massachusetts Amherst

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

    Language: English - Date: 2010-03-15 18:50:30
    3Perplexity / Dirichlet process / Language model / Statistics / Stochastic processes / Pitman–Yor process

    POWER LAW DISCOUNTING FOR N-GRAM LANGUAGE MODELS Songfang Huang, Steve Renals The Centre for Speech Technology Research University of Edinburgh, Edinburgh EH8 9AB, United Kingdom {s.f.huang, s.renals}@ed.ac.uk ABSTRACT

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    Source URL: www.cstr.ed.ac.uk

    Language: English - Date: 2010-03-25 14:06:27
    4Bayesian statistics / Stochastic processes / Markov processes / Graphical models / Dirichlet process / Pitman–Yor process / Markov property / Language model / Gibbs sampling / Statistics / Probability and statistics / Markov models

    The Sequence Memoizer ∗ Frank Wood Department of Statistics

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

    Language: English - Date: 2012-09-11 11:52:10
    5Stochastic 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.columbia.edu

    Language: English - Date: 2015-03-12 00:16:21
    6Stochastic processes / Dirichlet process / Concentration parameter / Mixture model / Topic model / Probabilistic latent semantic analysis / Pitman–Yor process / N-gram / Language model / Statistics / Probability and statistics / Statistical natural language processing

    230 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 37,

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    Source URL: users.cecs.anu.edu.au

    Language: English - Date: 2015-02-01 19:31:21
    7Pitman–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
    8Stochastic processes / Natural language processing / Statistical natural language processing / Computational linguistics / Speech recognition / N-gram / Perplexity / Pitman–Yor process / Language model / Statistics / Probability and statistics / Linguistics

    Bayesian Language Modelling of German Compounds J an A. Botha1 Chr is D y er 2 Phil Blunsom1 (1) University of Oxford (2) Carnegie Mellon University {jan.botha,phil.blunsom}@cs.ox.ac.uk, [removed]

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    Source URL: aclweb.org

    Language: English - Date: 2013-02-21 11:41:25
    9Dirichlet 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
    10Bernoulli 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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