Analytical Low-Rank Compression via Proxy Point Selection.
Xin YeJianlin XiaLexing YingPublished in: SIAM J. Matrix Anal. Appl. (2020)
Keyphrases
- low rank
- missing data
- matrix factorization
- linear combination
- convex optimization
- low rank matrix
- matrix completion
- singular value decomposition
- high order
- high dimensional data
- kernel matrix
- rank minimization
- semi supervised
- image compression
- matrix decomposition
- trace norm
- robust principal component analysis
- low rank representation
- affinity matrix
- data matrix
- singular values
- nonnegative matrix factorization
- super resolution
- collaborative filtering
- non rigid structure from motion
- feature space
- low rank matrices
- image sequences