Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization.
Jicong FanMingbo ZhaoTommy W. S. ChowPublished in: IEEE Trans. Big Data (2020)
Keyphrases
- matrix completion
- low rank
- norm minimization
- low rank matrices
- rank minimization
- low rank matrix
- minimization problems
- matrix factorization
- singular value decomposition
- missing data
- linear combination
- singular values
- convex optimization
- theoretical guarantees
- high order
- low rank approximation
- rank aggregation
- collaborative filtering
- objective function
- semi supervised
- data matrix
- incomplete data
- higher order
- kernel matrix
- tensor factorization
- high dimensional
- missing values
- sparse representation
- high dimensional data