A generalization of the randomized singular value decomposition.
Nicolas BoulléAlex TownsendPublished in: CoRR (2021)
Keyphrases
- singular value decomposition
- singular values
- least squares
- low rank
- principal component analysis
- reconstruction error
- latent semantic indexing
- dimension reduction
- data matrix
- dimensionality reduction
- latent semantic analysis
- neural network
- singular vectors
- low rank matrix
- factorization method
- null space
- pattern recognition
- video sequences