Supervised singular value decomposition and its asymptotic properties.
Gen LiDan YangAndrew B. NobelHaipeng ShenPublished in: J. Multivar. Anal. (2016)
Keyphrases
- singular value decomposition
- asymptotic properties
- singular values
- fixed point
- least squares
- latent semantic indexing
- dimensionality reduction
- low rank
- dimension reduction
- unsupervised learning
- supervised learning
- semi supervised
- principal component analysis
- low rank approximation
- high dimensional
- pattern recognition
- missing data
- low rank matrix
- singular vectors
- null space
- data matrix
- neural network
- pairwise
- similarity measure
- image processing