A Gaussian process latent variable model formulation of canonical correlation analysis.

Gayle Leen Colin Fyfe

Published in: ESANN (2006)

Keyphrases

canonical correlation analysis
equivalence relationship
gaussian process latent variable models
least squares
partial least squares
pattern recognition
dimensionality reduction methods
high dimensional
data points
text mining
image classification
low dimensional
maximum likelihood
unsupervised learning