A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization.
Songtao LuSiliang ZengXiaodong CuiMark S. SquillanteLior HoreshBrian KingsburyJia LiuMingyi HongPublished in: NeurIPS (2022)
Keyphrases
- augmented lagrangian method
- convex optimization
- augmented lagrangian
- global convergence
- total variation
- optimization problems
- alternating direction
- optimization algorithm
- constrained optimization
- primal dual
- total variation regularization
- linear programming
- optimization method
- multiple objectives
- image denoising
- constrained minimization
- high resolution