Global Optimality in Low-rank Matrix Optimization.
Zhihui ZhuQiuwei LiGongguo TangMichael B. WakinPublished in: CoRR (2017)
Keyphrases
- global optimality
- globally optimal
- global optimization
- low rank matrix
- discrete optimization
- low rank
- optimal solution
- optimization problems
- singular value decomposition
- convex programming
- semidefinite
- theoretical guarantees
- optimality conditions
- objective function
- cost function
- global minimum
- convex functions
- convex relaxation
- small number
- approximation methods
- multi objective
- gradient field
- graph cuts
- pattern recognition