Variational Bayesian methods

Results: 181



#Item
161Latent variable / Gibbs sampling / Latent Dirichlet allocation / Bayesian network / Mixture model / Variable / Parallel computing / Latent class model / Variational Bayesian methods / Statistics / Statistical models / Latent variable model

Scalable Inference in Latent Variable Models ∗ Amr Ahmed, Mohamed Aly, Joseph Gonzalez, Shravan Narayanamurthy, Alexander Smola Yahoo! Research, Santa Clara, CA, USA

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Source URL: www.cs.cmu.edu

Language: English - Date: 2012-03-26 21:38:12
162Statistical models / Graphical models / Variational Bayesian methods / Latent Dirichlet allocation / Gibbs sampling / Bayesian network / Normal distribution / Marginal likelihood / Mixture model / Statistics / Bayesian statistics / Probability and statistics

THIS IS A DRAFT VERSION. FINAL VERSION TO BE PUBLISHED AT NIPS ’06 A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation Yee Whye Teh

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Source URL: www.ics.uci.edu

Language: English - Date: 2008-10-31 18:54:20
163Multivariate statistics / Latent variable / Psychometrics / Mutual information / Principal component analysis / Kriging / Expectation–maximization algorithm / Variational Bayesian methods / Statistics / Statistical models / Bayesian networks

Manifold Relevance Determination Andreas C. Damianou A NDREAS .DAMIANOU @ SHEFFIELD . AC . UK Dept. of Computer Science & Sheffield Institute for Translational Neuroscience, University of Sheffield, UK Carl Henrik Ek KTH

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:52
164Statistical theory / Expectation–maximization algorithm / Missing data / Bayesian statistics / Variational Bayesian methods / Hidden Markov model / Gamma distribution / Markov chain / Latent Dirichlet allocation / Statistics / Estimation theory / Markov models

Factorized Asymptotic Bayesian Hidden Markov Models Ryohei Fujimaki [removed] NEC Laboratories America, 10080 North Wolfe Road SW3-350, Cupertino, CA[removed]USA Kohei Hayashi

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:08
165Expectation–maximization algorithm / Missing data / Kullback–Leibler divergence / Constructible universe / Markov chain / Function / Latent Dirichlet allocation / Universal quantification / Variational Bayesian methods / Statistics / Mathematics / Estimation theory

Journal of Machine Learning Research[removed]2014 Submitted 5/07; Revised 6/08; Published 9/08 Mixed Membership Stochastic Blockmodels Edoardo M. Airoldi∗

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Source URL: jmlr.csail.mit.edu

Language: English - Date: 2008-09-30 16:01:51
166Statistical theory / Bayesian inference / Statistical forecasting / Estimation theory / Variational Bayesian methods / Minimum description length / Bayesian network / One-shot learning / Statistics / Bayesian statistics / Statistical inference

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Source URL: portal.tugraz.at

Language: English
167Variational Bayesian methods / Bayesian inference / Mixture model / Gibbs sampling / Prior probability / Particle filter / Statistics / Bayesian statistics / Probability and statistics

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Source URL: arxiv.org

Language: English - Date: 2014-06-12 23:22:23
168Statistical theory / Statistical inference / Expectation–maximization algorithm / Variational Bayesian methods / Empirical Bayes method / Maximum likelihood / Bayesian inference / Confidence interval / Marginal likelihood / Statistics / Bayesian statistics / Estimation theory

IEEE TRANS. ON SAP, VOL. ?, NO. ??, ????? [removed]Bayesian Adaptive Inference and Adaptive Training Kai Yu and Mark J. F. Gales

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

Language: English - Date: 2007-10-10 11:14:12
169Machine learning / Statistical models / Statistical theory / Hidden Markov model / Speech recognition / Expectation–maximization algorithm / Maximum likelihood / Bayesian network / Variational Bayesian methods / Statistics / Estimation theory / Bayesian statistics

Discriminative Adaptive Training and Bayesian Inference for Speech Recognition Chandra Kant Raut University of Cambridge

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

Language: English - Date: 2010-06-10 04:22:31
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