Low-rank matrix completion with geometric performance guarantees.
Wei DaiEly KermanOlgica MilenkovicPublished in: ICASSP (2011)
Keyphrases
- matrix completion
- low rank
- high order
- linear combination
- convex optimization
- matrix factorization
- missing data
- semi supervised
- low rank matrix approximation
- singular value decomposition
- rank minimization
- low rank matrix
- kernel matrix
- high dimensional data
- trace norm
- singular values
- theoretical guarantees
- norm minimization
- low rank matrices
- minimization problems
- convex relaxation
- collaborative filtering
- low rank approximation
- rank aggregation
- natural images
- dimensionality reduction
- higher order