FameSVD: Fast and Memory-efficient Singular Value Decomposition.
Xiaocan LiShuo WangYinghao CaiPublished in: CoRR (2019)
Keyphrases
- memory efficient
- singular value decomposition
- least squares
- singular values
- dimension reduction
- low rank
- latent semantic indexing
- reconstruction error
- principal component analysis
- dimensionality reduction
- correlation matrix
- latent semantic analysis
- null space
- error minimization
- low rank approximation
- low rank matrix
- information retrieval
- hough transform
- factorization method
- high dimensional
- pairwise
- objective function
- computer vision