Very Large-Scale Singular Value Decomposition Using Tensor Train Networks.
Namgil LeeAndrzej CichockiPublished in: CoRR (2014)
Keyphrases
- singular value decomposition
- dimensionality reduction
- singular vectors
- least squares
- singular values
- tensor factorization
- tensor analysis
- low rank
- dimension reduction
- reconstruction error
- high order
- latent semantic indexing
- principal component analysis
- null space
- higher order
- tensor decomposition
- low rank matrices
- low rank matrix
- factorization method
- data matrix
- low dimensional
- high dimensional
- low rank approximation
- complex networks
- affine invariance
- pairwise