Exact low-rank matrix completion via convex optimization.
Emmanuel J. CandèsBenjamin RechtPublished in: Allerton (2008)
Keyphrases
- low rank
- convex optimization
- matrix completion
- low rank matrix
- interior point methods
- norm minimization
- norm regularization
- convex relaxation
- kernel matrix
- rank minimization
- trace norm
- total variation
- singular values
- minimization problems
- nuclear norm
- data matrix
- low rank approximation
- high order
- missing data
- linear combination
- higher order
- principal component analysis