Approximate Rank-Detecting Factorization of Low-Rank Tensors.
Franz J. KirályAndreas ZiehePublished in: CoRR (2012)
Keyphrases
- low rank
- high order
- frobenius norm
- matrix factorization
- nuclear norm
- singular value decomposition
- linear combination
- singular values
- matrix completion
- convex optimization
- low rank approximation
- missing data
- low rank matrix
- non rigid structure from motion
- kernel matrix
- semi supervised
- rank minimization
- robust principal component analysis
- data matrix
- low rank matrices
- tensor factorization
- high dimensional data
- higher order
- matrix decomposition
- rank constraint
- least squares
- factorization methods
- diffusion tensor
- trace norm
- minimization problems
- pairwise
- feature extraction
- collaborative filtering
- tensor decomposition
- missing values