Dynamical Systems that Compute Balanced Realizations and the Singular Value Decomposition.
Uwe HelmkeJohn B. MooreJ. E. PerkinsPublished in: SIAM J. Matrix Anal. Appl. (1994)
Keyphrases
- singular value decomposition
- dynamical systems
- least squares
- dimension reduction
- singular values
- dimensionality reduction
- nonlinear dynamical systems
- latent semantic indexing
- principal component analysis
- state space
- low rank
- predictive state representations
- machine learning
- singular vectors
- random variables
- high order
- low rank approximation
- pattern recognition
- image segmentation