Generalized low-rank approximations of matrices revisited.
Jun LiuSongcan ChenZhi-Hua ZhouXiaoyang TanPublished in: IEEE Trans. Neural Networks (2010)
Keyphrases
- low rank approximation
- singular value decomposition
- low rank matrix approximation
- low rank
- subspace learning
- spectral clustering
- kernel matrix
- data dependent
- iterative algorithms
- reconstruction error
- latent semantic indexing
- nonnegative matrix factorization
- adjacency matrix
- matrix completion
- data sets
- data representation
- pattern recognition