A second order primal-dual algorithm for nonsmooth convex composite optimization.
Neil K. DhingraSei Zhen KhongMihailo R. JovanovicPublished in: CDC (2017)
Keyphrases
- globally convergent
- image restoration and reconstruction
- mathematical programming
- global optimization
- risk minimization
- convex functions
- optimization algorithm
- optimization problems
- convex optimization problems
- efficient optimization
- convex programming
- convex relaxation
- piecewise linear
- convex optimization
- higher order
- constrained optimization
- discrete optimization
- optimization process
- optimization methods
- quasiconvex
- alternating direction method of multipliers
- alternating optimization