Solving low-rank matrix completion problems efficiently.
Donald GoldfarbShiqian MaZaiwen WenPublished in: Allerton (2009)
Keyphrases
- matrix completion
- low rank
- missing data
- rank minimization
- matrix factorization
- linear combination
- convex optimization
- low rank matrix
- semi supervised
- low rank matrices
- singular value decomposition
- collaborative filtering
- minimization problems
- high order
- kernel matrix
- norm minimization
- incomplete data
- singular values
- high dimensional data
- rank aggregation
- convex relaxation
- nuclear norm
- trace norm
- pattern recognition
- data sets
- missing values