Guaranteed Matrix Completion via Nonconvex Factorization.
Ruoyu SunZhi-Quan LuoPublished in: FOCS (2015)
Keyphrases
- matrix completion
- low rank
- low rank matrices
- convex optimization
- missing entries
- matrix factorization
- linear combination
- rank minimization
- singular value decomposition
- singular values
- missing data
- norm minimization
- low rank matrix
- collaborative filtering
- kernel matrix
- semi supervised
- rank aggregation
- incomplete data
- high dimensional data
- data matrix
- optimization problems
- high order
- pairwise
- convex relaxation
- total variation
- missing values
- data sets