Bayesian sampling and ensemble learning in generative topographic mapping

DOI10.1023/A:1026567325853zbMath1008.68709OpenAlexW1537192471MaRDI QIDQ1857536

Akio Utsugi

Publication date: 19 February 2003

Published in: Neural Processing Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1026567325853

zbMATH Keywords

evidenceMarkov chain Monte CarloLaplace methodGibbs samplerself-organizing mapelastic netvariational free energyhyperparameter search

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies and applications (68U99)

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Variational Bayesian generative topographic mapping

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