Infinite factorization of multiple non-parametric views

DOI10.1007/s10994-009-5155-1zbMath1470.62092OpenAlexW2108265780WikidataQ57917635 ScholiaQ57917635MaRDI QIDQ1959574

Janne Sinkkonen, Arto Klami, Simon Rogers, Samuel Kaski, Mark A. Girolami

Publication date: 7 October 2010

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-009-5155-1

zbMATH Keywords

contingency tablehierarchical Dirichlet processmulti-view learningprotein regulation

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05) Learning and adaptive systems in artificial intelligence (68T05) Protein sequences, DNA sequences (92D20) Contingency tables (62H17)

Related Items

MDI-GPU: accelerating integrative modelling for genomic-scale data using GP-GPU computing ⋮ Matching samples of multiple views

Uses Software

• BayesDA

Cites Work

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• Ferguson distributions via Polya urn schemes
• The Nested Dirichlet Process
• Hierarchical Dirichlet Processes
• 10.1162/153244303322533214
• 10.1162/jmlr.2003.3.4-5.993
• Learning the parts of objects by non-negative matrix factorization