Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees.
Yudong ChenMartin J. WainwrightPublished in: CoRR (2015)
Keyphrases
- low rank
- missing data
- matrix factorization
- matrix completion
- linear combination
- rank minimization
- singular value decomposition
- high order
- convex optimization
- regularized regression
- low rank matrix
- high dimensional data
- matrix decomposition
- kernel matrix
- semi supervised
- learning process
- image processing
- low rank matrices
- data sets