On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares.
Liang SunShuiwang JiShipeng YuJieping YePublished in: IJCAI (2009)
Keyphrases
- canonical correlation analysis
- partial least squares
- equivalence relationship
- dimension reduction
- discriminant analysis
- norm regularization
- principal component analysis
- factor analysis
- ls svm
- multiple regression
- high dimensional
- data sets
- least squares
- singular value decomposition
- dimensionality reduction methods