A random algorithm for low-rank decomposition of large-scale matrices with missing entries.
Yiguang LiuPublished in: CoRR (2014)
Keyphrases
- low rank
- matrix completion
- low rank matrices
- missing entries
- missing data
- low rank matrix
- singular values
- convex optimization
- matrix factorization
- linear combination
- frobenius norm
- tensor decomposition
- low rank approximation
- pattern recognition
- image processing
- high dimensional data
- rank minimization
- moving objects
- input data
- affinity matrix
- eigendecomposition
- decomposition algorithm
- data matrix
- feature selection
- high order