A Fast Implementation of Singular Value Thresholding Algorithm using Recycling Rank Revealing Randomized Singular Value Decomposition.
Yaohang LiWenjian YuPublished in: CoRR (2017)
Keyphrases
- singular values
- singular value decomposition
- thresholding algorithm
- least squares
- matrix decomposition
- low rank
- dimensionality reduction
- singular vectors
- latent semantic indexing
- principal component analysis
- fundamental matrix
- viewpoint
- high dimensional
- data matrix
- neural network
- point correspondences
- small number
- reconstruction error
- low rank approximation
- object recognition
- face recognition