Perturbation expansions and error bounds for the truncated singular value decomposition.
Trung VuEvgenia ChunikhinaRaviv RaichPublished in: CoRR (2020)
Keyphrases
- error bounds
- singular value decomposition
- theoretical analysis
- singular values
- worst case
- low rank
- dimensionality reduction
- least squares
- dimension reduction
- latent semantic indexing
- principal component analysis
- null space
- wavelet synopses
- correlation matrix
- pattern recognition
- lower bound
- feature space
- clustering algorithm
- computer vision
- low rank approximation
- information retrieval
- data sets