Randomized Low-Rank Approximation of Monotone Matrix Functions.
David PerssonDaniel KressnerPublished in: SIAM J. Matrix Anal. Appl. (2023)
Keyphrases
- low rank approximation
- singular value decomposition
- low rank matrix approximation
- low rank
- low rank matrices
- kernel matrix
- spectral clustering
- subspace learning
- iterative algorithms
- adjacency matrix
- latent semantic indexing
- nonnegative matrix factorization
- matrix completion
- data dependent
- singular values
- dimensionality reduction
- matrix factorization
- linear combination
- data sets
- low rank matrix
- feature space
- information retrieval