Fast multilinear Singular Value Decomposition for higher-order Hankel tensors.
Maxime BoizardRémy BoyerGérard FavierPascal LarzabalPublished in: SAM (2014)
Keyphrases
- singular value decomposition
- higher order
- high order
- higher order singular value decomposition
- singular values
- low rank
- least squares
- tensor factorization
- pairwise
- markov random field
- natural images
- dimension reduction
- tensor analysis
- latent semantic indexing
- low rank approximation
- principal component analysis
- latent semantic analysis
- dimensionality reduction
- tensor decomposition
- higher order tensors
- data sets
- singular vectors
- order tensor
- low rank matrices
- null space
- image sequences