BPTTD: Block-Parallel Singular Value Decomposition(SVD) Based Tensor Train Decomposition.
Fanshuo MengPeng LiWeibei FanHongjun ZhangZhuangzhuang XueHaitao ChengPublished in: CSCWD (2023)
Keyphrases
- singular value decomposition
- dimensionality reduction
- tensor decomposition
- singular vectors
- tensor factorization
- low rank
- tensor analysis
- least squares
- dimension reduction
- reconstruction error
- high order
- singular values
- high dimensional
- latent semantic indexing
- principal component analysis
- higher order
- auxiliary information
- data representation
- pattern recognition
- data sets
- higher order singular value decomposition
- null space
- decomposition method
- computer vision
- neural network