Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice.
Parikshit ShahNikhil S. RaoGongguo TangPublished in: CoRR (2015)
Keyphrases
- low rank
- trace norm
- high order
- frobenius norm
- tensor decomposition
- missing data
- matrix factorization
- low rank matrix
- matrix completion
- rank minimization
- linear combination
- convex optimization
- singular value decomposition
- matrix decomposition
- singular values
- kernel matrix
- high dimensional data
- higher order
- low rank matrices
- robust principal component analysis
- minimization problems
- data matrix
- non rigid structure from motion
- tensor factorization
- auxiliary information
- low rank approximation
- negative matrix factorization
- multi task
- least squares
- small number
- semi supervised
- training data