Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD).
Miaoyan WangYun S. SongPublished in: AISTATS (2017)
Keyphrases
- singular value decomposition
- higher order
- high order
- singular vectors
- least squares
- natural images
- higher order singular value decomposition
- dimensionality reduction
- low rank
- dimension reduction
- singular values
- tensor factorization
- pairwise
- reconstruction error
- tensor analysis
- principal component analysis
- low order
- markov random field
- data matrix
- factorization method
- lower order
- linear algebra
- latent semantic analysis
- low rank approximation
- tensor decomposition
- conditional random fields
- pattern recognition
- high dimensional
- medical images