Analytical Singular Value Decomposition for a Class of Stoichiometry Matrices.
Jacqueline WentzJeffrey C. CameronDavid M. BortzPublished in: SIAM J. Matrix Anal. Appl. (2022)
Keyphrases
- singular value decomposition
- singular values
- null space
- least squares
- low rank
- data matrix
- dimension reduction
- scatter matrices
- low rank approximation
- measurement matrix
- principal component analysis
- dimensionality reduction
- latent semantic indexing
- reconstruction error
- singular vectors
- correlation matrix
- low rank matrices
- machine learning
- factorization method
- clustering algorithm
- computer vision