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Variational Bayesian methods / Expectation–maximization algorithm / Gibbs sampling / Bayesian network / Centimetre–gram–second system of units / Belief propagation / Bayesian inference / Latent Dirichlet allocation / Perplexity / Statistics / Bayesian statistics / Graphical models


Hybrid Variational/Gibbs Collapsed Inference in Topic Models Max Welling∗ Dept. Computer Science University of California Irvine Irvine, CA, USA
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Document Date: 2008-05-14 13:35:04

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Helsinki / London / /

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Collapsed Variational LDA / Neural Information Processing Systems / BP / Russell / Bayesian Networks / Interactive Collaborative Information Systems / /

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University College London / Radboud University / Yee Whye Teh Gatsby Computational Neuroscience Unit University College / Topic Models Max Welling∗ Dept. Computer Science University of California Irvine Irvine / /

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Department of Biophysics / University College London / National Science Foundation / Cognitive Science Society / Radboud University / Dutch Science Foundation / Computational Neuroscience Unit / Topic Models Max Welling∗ Dept. Computer Science University of California Irvine Irvine / Dutch Ministry of Economic Affairs / /

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