Orthogonal Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD).
Miaoyan WangYun S. SongPublished in: CoRR (2016)
Keyphrases
- singular value decomposition
- higher order
- high order
- singular vectors
- singular values
- reconstruction error
- higher order singular value decomposition
- low rank
- least squares
- markov random field
- low order
- natural images
- dimensionality reduction
- dimension reduction
- principal component analysis
- conditional random fields
- tensor analysis
- lower order
- linear algebra
- pairwise
- tensor decomposition
- data matrix
- tensor factorization
- low rank approximation
- factorization method
- tensor space
- high dimensional data