Generalized singular value decomposition with iterated Tikhonov regularization.
Alessandro BucciniMirjeta PashaLothar ReichelPublished in: J. Comput. Appl. Math. (2020)
Keyphrases
- singular value decomposition
- tikhonov regularization
- least squares
- singular values
- image restoration
- low rank
- dimension reduction
- regularization parameter
- principal component analysis
- vector valued
- dimensionality reduction
- reproducing kernel hilbert space
- cross validation
- model selection
- text classification
- data sets
- computer vision