A Characterization of Deterministic Sampling Patterns for Low-Rank Matrix Completion.
Daniel L. Pimentel-AlarcónNigel BostonRobert D. NowakPublished in: IEEE J. Sel. Top. Signal Process. (2016)
Keyphrases
- matrix completion
- low rank
- low rank matrix approximation
- rank minimization
- singular value decomposition
- missing data
- matrix factorization
- linear combination
- convex optimization
- low rank approximation
- low rank matrix
- singular values
- norm minimization
- kernel matrix
- trace norm
- high order
- semi supervised
- low rank matrices
- incomplete data
- high dimensional data
- least squares
- data sets
- convex relaxation
- higher order
- minimization problems
- active learning
- pairwise
- feature extraction