Fast, memory efficient low-rank approximation of SimRank.
Ivan V. OseledetsG. V. OvchinnikovPublished in: CoRR (2014)
Keyphrases
- memory efficient
- low rank approximation
- singular value decomposition
- low rank matrix approximation
- subspace learning
- low rank
- kernel matrix
- spectral clustering
- network analysis
- latent semantic indexing
- iterative algorithms
- data dependent
- adjacency matrix
- reconstruction error
- link prediction
- nonnegative matrix factorization
- matrix completion
- clustering method
- information retrieval
- principal component analysis
- sparse representation
- linear combination
- feature extraction
- computer vision
- social networks