Structured Convex Optimization under Submodular Constraints.
Kiyohito NaganoYoshinobu KawaharaPublished in: UAI (2013)
Keyphrases
- convex optimization
- convex constraints
- interior point methods
- total variation
- greedy algorithm
- convex relaxation
- low rank
- primal dual
- convex optimization problems
- submodular functions
- norm minimization
- objective function
- convex formulation
- constrained optimization
- operator splitting
- semidefinite program
- low rank matrix
- quadratic program
- energy minimization
- high order
- alternating direction method of multipliers
- image restoration