Generalized Nonconvex Nonsmooth Low-Rank Minimization.
Canyi LuJinhui TangShuicheng YanZhouchen LinPublished in: CVPR (2014)
Keyphrases
- low rank
- convex functions
- image restoration and reconstruction
- convex optimization
- low rank matrices
- minimization problems
- robust principal component analysis
- linear combination
- matrix completion
- matrix factorization
- low rank matrix
- missing data
- objective function
- low rank matrix recovery
- singular value decomposition
- primal dual
- norm minimization
- high dimensional data
- rank minimization
- kernel matrix
- convex sets
- matrix decomposition
- high order
- data matrix
- semi supervised
- trace norm
- markov random field
- low rank and sparse
- linear program
- variational inequalities
- regularization term
- data sets
- interior point methods
- singular values
- nuclear norm
- higher order
- low rank approximation
- optical flow
- high dimensional