A randomized singular value decomposition for third-order oriented tensors.
Minghui DingPengpeng XiePublished in: CoRR (2022)
Keyphrases
- singular value decomposition
- singular values
- least squares
- latent semantic indexing
- low rank
- dimension reduction
- dimensionality reduction
- reconstruction error
- principal component analysis
- tensor factorization
- latent semantic analysis
- high order
- correlation matrix
- low rank approximation
- data sets
- higher order singular value decomposition
- factorization method
- null space
- semi supervised
- pattern recognition
- objective function
- computer vision
- singular vectors
- machine learning