Bilateral Sampling Randomized Singular Value Decomposition.
Hao JiangPeibing DuTao SunHousen LiLizhi ChengCanqun YangPublished in: PDCAT (2016)
Keyphrases
- singular value decomposition
- low rank approximation
- singular values
- least squares
- dimension reduction
- dimensionality reduction
- low rank
- principal component analysis
- random sampling
- latent semantic indexing
- reconstruction error
- latent semantic analysis
- null space
- data matrix
- sample size
- singular vectors
- monte carlo
- feature extraction