Efficient Algorithms on Robust Low-Rank Matrix Completion Against Outliers.
Licheng ZhaoPrabhu BabuDaniel P. PalomarPublished in: IEEE Trans. Signal Process. (2016)
Keyphrases
- low rank
- matrix completion
- low rank representation
- rank minimization
- missing data
- low rank matrix
- norm minimization
- matrix factorization
- convex optimization
- linear combination
- singular value decomposition
- high dimensional data
- kernel matrix
- low rank matrices
- high order
- semi supervised
- trace norm
- affinity matrix
- nuclear norm
- low rank approximation
- missing values
- minimization problems
- singular values
- higher order
- collaborative filtering
- machine learning