Low-rank matrix completion using nuclear norm minimization and facial reduction.
Shimeng HuangHenry WolkowiczPublished in: J. Glob. Optim. (2018)
Keyphrases
- matrix completion
- low rank
- missing data
- linear combination
- convex optimization
- matrix factorization
- singular value decomposition
- low rank matrix
- semi supervised
- rank minimization
- norm minimization
- kernel matrix
- high order
- low rank matrices
- singular values
- face recognition
- high dimensional data
- data matrix
- collaborative filtering
- trace norm
- incomplete data
- rank aggregation
- small number
- minimization problems
- recommender systems
- pattern recognition