Dynamic matrix recovery from incomplete observations under an exact low-rank constraint.
Liangbei XuMark A. DavenportPublished in: NIPS (2016)
Keyphrases
- low rank
- missing data
- low rank matrix
- low rank subspace
- matrix factorization
- convex optimization
- rank minimization
- matrix completion
- linear combination
- singular value decomposition
- matrix decomposition
- semi supervised
- trace norm
- sparsity constraints
- high order
- factorization methods
- kernel matrix
- singular values
- missing values
- kernel matrices
- high dimensional data
- nuclear norm
- robust principal component analysis
- minimization problems
- low rank approximation
- binary matrix
- frobenius norm
- low rank matrices
- affinity matrix
- data matrix
- data mining
- data sets
- non rigid structure from motion
- low rank and sparse