Matrix completion from a few entries.
Raghunandan H. KeshavanSewoong OhAndrea MontanariPublished in: ISIT (2009)
Keyphrases
- matrix completion
- low rank
- collaborative filtering
- singular values
- rank aggregation
- missing data
- incomplete data
- rank minimization
- convex relaxation
- high dimensional data
- high order
- matrix factorization
- pairwise comparison
- theoretical guarantees
- learning algorithm
- convex optimization
- denoising
- least squares
- semi supervised