An apocalypse-free first-order low-rank optimization algorithm with at most one rank reduction attempt per iteration.
Guillaume OlikierPierre-Antoine AbsilPublished in: CoRR (2022)
Keyphrases
- optimization algorithm
- low rank
- frobenius norm
- nuclear norm
- multi objective
- singular values
- matrix factorization
- missing data
- low rank matrix
- convex optimization
- linear combination
- low rank approximation
- rank minimization
- singular value decomposition
- matrix completion
- optimization method
- matrix decomposition
- kernel matrix
- high dimensional data
- rank constraint
- differential evolution
- higher order
- evolutionary multi objective
- semi supervised
- high order
- robust principal component analysis
- low rank matrices
- trace norm
- norm minimization
- artificial bee colony
- hybrid optimization algorithm
- objective function
- nearest neighbor
- ranked list
- iterative algorithms