Efficient randomized algorithms for adaptive low-rank factorizations of large matrices.
Yu GuWenjian YuYaohang LiPublished in: CoRR (2016)
Keyphrases
- low rank
- matrix completion
- randomized algorithms
- low rank matrix
- singular value decomposition
- matrix factorization
- data matrix
- matrix decomposition
- missing data
- low rank matrices
- convex optimization
- low rank approximation
- nonnegative matrix factorization
- linear combination
- singular values
- rank minimization
- low rank and sparse
- kernel matrix
- semi supervised
- affinity matrix
- feature selection
- high dimensional data
- trace norm
- high dimensional
- image processing
- principal component analysis
- collaborative filtering