H2OPUS-TLR: High Performance Tile Low Rank Symmetric Factorizations using Adaptive Randomized Approximation.
Wajih Bou KaramStefano ZampiniGeorge TurkiyyahDavid E. KeyesPublished in: CoRR (2021)
Keyphrases
- low rank
- matrix factorization
- linear combination
- missing data
- convex optimization
- low rank matrix
- matrix completion
- kernel matrix
- randomized approximation
- rank minimization
- singular value decomposition
- matrix decomposition
- high dimensional data
- semi supervised
- data matrix
- nonnegative matrix factorization
- collaborative filtering
- high order
- trace norm
- robust principal component analysis
- minimization problems
- low rank matrices
- singular values
- affinity matrix
- feature selection
- neural network
- small number
- higher order
- machine learning
- low rank representation