A Rank Revealing Randomized Singular Value Decomposition (R3SVD) Algorithm for Low-rank Matrix Approximations.
Hao JiWenjian YuYaohang LiPublished in: CoRR (2016)
Keyphrases
- singular value decomposition
- singular values
- low rank matrix
- low rank
- reconstruction error
- matrix decomposition
- low rank approximation
- low rank matrices
- singular vectors
- dimension reduction
- qr decomposition
- learning algorithm
- log log
- data matrix
- approximation methods
- matrix completion
- sparse matrix
- neural network
- factorization method
- dimensionality reduction
- higher order
- objective function
- latent semantic indexing
- matrix factorization
- principal component analysis
- least squares
- data sets