Real root finding for low rank linear matrices.
Didier HenrionSimone NaldiMohab Safey El DinPublished in: CoRR (2015)
Keyphrases
- low rank
- low rank matrix
- matrix completion
- singular value decomposition
- matrix factorization
- matrix decomposition
- missing data
- data matrix
- convex optimization
- linear combination
- singular values
- low rank matrices
- eigendecomposition
- rank minimization
- frobenius norm
- low rank approximation
- semi supervised
- affinity matrix
- low rank and sparse
- kernel matrix
- high dimensional data
- sparse matrix
- approximation methods
- trace norm
- minimization problems
- high order
- non rigid structure from motion
- missing values
- kernel methods
- random projections
- binary matrices
- dimensionality reduction
- data sets
- nonnegative matrix factorization