Low-rank Matrix Completion with Noisy Observations: a Quantitative Comparison
Raghunandan H. KeshavanAndrea MontanariSewoong OhPublished in: CoRR (2009)
Keyphrases
- matrix completion
- low rank
- noisy observations
- linear combination
- missing data
- convex optimization
- rank minimization
- matrix factorization
- low rank matrix
- singular value decomposition
- singular values
- low rank matrices
- trace norm
- norm minimization
- high order
- semi supervised
- kernel matrix
- collaborative filtering
- high dimensional data
- missing values
- active learning
- nuclear norm
- pattern recognition