Ridge Leverage Scores for Low-Rank Approximation.
Michael B. CohenCameron MuscoChristopher MuscoPublished in: CoRR (2015)
Keyphrases
- low rank approximation
- low rank matrix approximation
- singular value decomposition
- low rank
- subspace learning
- spectral clustering
- kernel matrix
- nonnegative matrix factorization
- data dependent
- adjacency matrix
- iterative algorithms
- latent semantic indexing
- reconstruction error
- data representation
- missing data
- dimensionality reduction
- small number
- clustering algorithm
- matrix factorization
- manifold learning
- pairwise
- pattern recognition