Factorization Approach to Structured Low-Rank Approximation with Applications.
Mariya IshtevaKonstantin UsevichIvan MarkovskyPublished in: SIAM J. Matrix Anal. Appl. (2014)
Keyphrases
- low rank approximation
- singular value decomposition
- low rank
- low rank matrix approximation
- matrix factorization
- subspace learning
- kernel matrix
- iterative algorithms
- matrix completion
- spectral clustering
- linear combination
- convex optimization
- missing data
- least squares
- semi supervised
- pairwise
- latent semantic indexing
- dimensionality reduction
- collaborative filtering
- kernel function
- principal component analysis