Regularization for matrix completion.
Raghunandan H. KeshavanAndrea MontanariPublished in: ISIT (2010)
Keyphrases
- matrix completion
- rank minimization
- trace norm
- low rank
- norm minimization
- stochastic gradient descent
- singular values
- missing data
- convex optimization
- collaborative filtering
- rank aggregation
- incomplete data
- singular value decomposition
- higher order
- matrix factorization
- semi supervised
- least squares
- convex relaxation
- multi task
- data sets
- regularization methods
- missing values
- high order
- high dimensional data