StreamSVD: Low-rank Approximation and Streaming Accelerator Co-design.
Zhewen YuChristos-Savvas BouganisPublished in: FPT (2021)
Keyphrases
- low rank approximation
- singular value decomposition
- low rank matrix approximation
- subspace learning
- low rank
- spectral clustering
- kernel matrix
- iterative algorithms
- latent semantic indexing
- nonnegative matrix factorization
- data dependent
- adjacency matrix
- reconstruction error
- data clustering
- pattern recognition
- text retrieval
- eigendecomposition
- kernel methods
- matrix completion
- feature space