A Restricted SVD Type CUR Decomposition for Matrix Triplets.
Perfect Y. GidisuMichiel E. HochstenbachPublished in: SIAM J. Sci. Comput. (2024)
Keyphrases
- singular value decomposition
- low rank approximation
- low rank
- singular values
- data matrix
- reconstruction error
- least squares
- matrix decomposition
- missing entries
- multiscale
- factorization method
- decomposition algorithm
- linear algebra
- latent semantic indexing
- cost model
- dimension reduction
- line segments
- dimensionality reduction
- denoising
- semi supervised