Uniqueness of Low-Rank Matrix Completion by Rigidity Theory
Amit SingerMihai CucuringuPublished in: CoRR (2009)
Keyphrases
- matrix completion
- low rank
- convex optimization
- matrix factorization
- rank minimization
- missing data
- linear combination
- low rank matrix approximation
- singular value decomposition
- low rank matrix
- kernel matrix
- high dimensional data
- semi supervised
- norm minimization
- high order
- trace norm
- minimization problems
- nuclear norm
- low rank matrices
- collaborative filtering
- singular values
- rank aggregation
- higher order
- pairwise comparison
- affinity matrix
- data analysis
- pattern recognition
- image processing
- machine learning
- data sets