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Canonical dependency analysis based on squared-loss mutual information

✍ Scribed by Masayuki Karasuyama; Masashi Sugiyama

Book ID
116774401
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
478 KB
Volume
34
Category
Article
ISSN
0893-6080

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Canonical correlation analysis based on
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✍ Xiangrong Yin πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 230 KB

In this article, we propose a new canonical correlation method based on information theory. This method examines potential nonlinear relationships between p Γ‚ 1 vector Y-set and q Γ‚ 1 vector X-set. It finds canonical coefficient vectors a and b by maximizing a more general measure, the mutual inform