A Constructive Approach to Singular Value Decomposition and Symmetric Schur Factorization.
John CliffordDavid JamesMichael A. LachanceJoan RemskiPublished in: Am. Math. Mon. (2005)
Keyphrases
- singular value decomposition
- low rank
- singular values
- least squares
- measurement matrix
- factorization method
- dimension reduction
- principal component analysis
- dimensionality reduction
- latent semantic indexing
- singular vectors
- data matrix
- tensor factorization
- pattern recognition
- positive definite
- null space
- discriminant analysis
- machine learning