Bayesian model order selection for the Karhunen-Loeve transform and the singular value decomposition.
Jebu J. RajanPeter J. W. RaynerPublished in: ICASSP (4) (1994)
Keyphrases
- singular value decomposition
- model order selection
- parameter tuning
- singular values
- low rank
- least squares
- dimensionality reduction
- latent semantic indexing
- principal component analysis
- dimension reduction
- reconstruction error
- data matrix
- singular vectors
- maximum likelihood
- correlation matrix
- image processing
- high dimensional data
- machine learning
- latent semantic analysis
- moving objects
- low rank matrix