scientific article

zbMath1222.62012MaRDI QIDQ3093364

Kazuho Watanabe, Sumio Watanabe

Publication date: 12 October 2011

Full work available at URL: http://www.jmlr.org/papers/v7/watanabe06a.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

Gaussian mixture modelstochastic complexityvariational Bayesian learning

Mathematics Subject Classification ID

Bayesian problems; characterization of Bayes procedures (62C10) Artificial intelligence (68T99)

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Accuracy of loopy belief propagation in Gaussian models ⋮ Stochastic complexities of general mixture models in variational Bayesian learning ⋮ Recent advances in algebraic geometry and Bayesian statistics ⋮ An alternative view of variational Bayes and asymptotic approximations of free energy ⋮ Comparing two Bayes methods based on the free energy functions in Bernoulli mixtures ⋮ Variational approximation error in non-negative matrix factorization ⋮ Stochastic complexity for mixture of exponential families in generalized variational Bayes ⋮ Asymptotic analysis of Bayesian generalization error with Newton diagram ⋮ Upper bound for variational free energy of Bayesian networks

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