A Randomized Singular Value Decomposition for Third-Order Oriented Tensors.
Minghui DingYiming WeiPengpeng XiePublished in: J. Optim. Theory Appl. (2023)
Keyphrases
- singular value decomposition
- singular values
- tensor factorization
- least squares
- latent semantic indexing
- dimension reduction
- principal component analysis
- dimensionality reduction
- high order
- low rank
- neural network
- reconstruction error
- correlation matrix
- higher order singular value decomposition
- data matrix
- data sets
- feature extraction
- measurement matrix