Generalizable Singular Value Decomposition for Ill-posed Datasets.
Ulrik KjemsLars Kai HansenStephen C. StrotherPublished in: NIPS (2000)
Keyphrases
- singular value decomposition
- singular values
- least squares
- low rank
- dimension reduction
- dimensionality reduction
- latent semantic indexing
- data matrix
- reconstruction error
- null space
- latent semantic analysis
- principal component analysis
- low rank approximation
- machine learning
- image restoration
- missing data
- super resolution
- image processing
- information retrieval