Projection techniques to update the truncated SVD of evolving matrices with applications.
Vasileios KalantzisGeorgios KolliasShashanka UbaruAthanasios N. NikolakopoulosLior HoreshKenneth L. ClarksonPublished in: ICML (2021)
Keyphrases
- singular value decomposition
- singular values
- null space
- projection matrix
- low rank
- data matrix
- least squares
- correlation matrix
- latent semantic indexing
- projection method
- low rank approximation
- principal component analysis
- reconstruction error
- linear algebra
- dimension reduction
- dimensionality reduction
- singular vectors
- projection images
- liquid crystal
- neural network
- pairwise comparison
- update operations
- factorization method
- x ray
- evolutionary algorithm
- information retrieval