A characterization of deterministic sampling patterns for low-rank matrix completion.
Daniel L. Pimentel-AlarcónNigel BostonRobert D. NowakPublished in: Allerton (2015)
Keyphrases
- matrix completion
- low rank
- low rank matrix approximation
- linear combination
- convex optimization
- matrix factorization
- low rank approximation
- missing data
- low rank matrix
- singular value decomposition
- semi supervised
- rank minimization
- kernel matrix
- low rank matrices
- trace norm
- high order
- high dimensional data
- singular values
- norm minimization
- collaborative filtering
- machine learning
- rank aggregation
- incomplete data
- small number