Mixture theory

Results: 438



#Item
61Cluster analysis / Data analysis / Estimation theory / Expectation–maximization algorithm / Dirichlet process / Variational Bayesian methods / Mixture model / Principal component analysis / Kernel principal component analysis / Statistics / Multivariate statistics / Machine learning

Incremental Learning of Nonparametric Bayesian Mixture Models Ryan Gomes∗ Max Welling† ∗

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Source URL: www.ics.uci.edu

Language: English - Date: 2008-04-09 01:39:03
62Computational statistics / Stochastic optimization / Statistical mechanics / Estimation theory / Markov chain Monte Carlo / Langevin dynamics / Stochastic approximation / Metropolis–Hastings algorithm / Mixture model / Statistics / Probability and statistics / Monte Carlo methods

Bayesian Learning via Stochastic Gradient Langevin Dynamics

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Source URL: www.ics.uci.edu

Language: English - Date: 2011-05-21 11:48:52
63Statistical theory / Expectation–maximization algorithm / Missing data / Statistical models / Maximum likelihood / Fisher information / Variational Bayesian methods / Marginal likelihood / Mixture model / Statistics / Estimation theory / Bayesian statistics

Bayesian K-Means as a “Maximization-Expectation” Algorithm October 18, 2007 Abstract

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Source URL: www.ics.uci.edu

Language: English - Date: 2007-10-18 14:00:50
64Estimation theory / Statistical theory / Markov models / Mixture model / Non-parametric statistics / Parametric statistics / Markov chain / Hidden Markov model / Regression analysis / Statistics / Statistical inference / Statistical models

IN PARTNERSHIP WITH: CNRS Institut polytechnique de Grenoble Université Joseph Fourier (Grenoble 1)

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Source URL: mistis.inrialpes.fr

Language: English - Date: 2014-09-23 04:37:49
65Cluster analysis / Markov models / Bayesian statistics / Coalescent theory / Mixture model / Dirichlet process / Markov chain / Prior probability / Statistics / Probability and statistics / Probability

The Time-Marginalized Coalescent Prior for Hierarchical Clustering Max Welling Department of Computer Science University of California, Irvine

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Source URL: www.ics.uci.edu

Language: English - Date: 2012-09-21 04:40:57
66Statistical models / Markov models / Statistical theory / Mixture model / Markov chain / Parametric statistics / Regression analysis / Hidden Markov model / Expectation–maximization algorithm / Statistics / Statistical inference / Estimation theory

IN PARTNERSHIP WITH: CNRS Institut polytechnique de Grenoble Université Joseph Fourier (Grenoble)

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Source URL: mistis.inrialpes.fr

Language: English - Date: 2014-09-23 04:37:31
67Estimation theory / Singular value decomposition / Bayesian statistics / Multivariate statistics / Principal component analysis / Maximum likelihood / Mixture model / Bayesian inference / Eigenvalues and eigenvectors / Statistics / Algebra / Statistical theory

Bayesian Extreme Components Analysis

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Source URL: www.ics.uci.edu

Language: English - Date: 2009-04-10 22:32:32
68Missing data / Mixture model / Statistics / Estimation theory / Expectation–maximization algorithm

A DETERMINISTIC ANNEALING EM ALGORITHM FOR AUTOMATIC MUSIC TRANSCRIPTION Tian Cheng, Simon Dixon and Matthias Mauch Centre for Digital Music, Queen Mary University of London {tian.cheng, simon.dixon, matthias.mauch} @eec

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Source URL: matthiasmauch.de

Language: English - Date: 2014-01-28 06:16:13
69Learning theory / Cluster analysis / Data analysis / Mixture model / Dimensional analysis / Dimension / Multivariate normal distribution / Dirichlet process / Covariance matrix / Statistics / Machine learning / Concept learning

Hierarchical Learning of Dimensional Biases in Human Categorization Adam Sanborn Gatsby Computational Neuroscience Unit University College London

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

Language: English - Date: 2009-12-15 22:15:42
70Monte Carlo methods / Estimation theory / Markov models / Weather prediction / Statistical forecasting / Limited-memory BFGS / BFGS method / Markov chain Monte Carlo / Mixture model / Statistics / Probability and statistics / Mathematical sciences

Microsoft Word110139

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Source URL: www.lasg.ac.cn

Language: English - Date: 2012-03-08 21:44:30
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