A study of the effect of uncertainties when calculating the singular value decomposition of a polynomial matrix.
Joanne A. FosterJohn G. McWhirterMartin R. DaviesJonathon A. ChambersPublished in: ICASSP (2010)
Keyphrases
- singular value decomposition
- singular values
- least squares
- low rank
- linear algebra
- latent semantic indexing
- qr decomposition
- singular vectors
- dimensionality reduction
- reconstruction error
- matrix factorization
- dimension reduction
- null space
- factorization method
- correlation matrix
- principal component analysis
- image processing