Global Convergence and Variance-Reduced Optimization for a Class of Nonconvex-Nonconcave Minimax Problems.
Junchi YangNegar KiyavashNiao HePublished in: CoRR (2020)
Keyphrases
- global convergence
- optimization problems
- globally convergent
- optimization methods
- global optimum
- constrained optimization problems
- convergence analysis
- global optimization
- convergence rate
- convergence speed
- line search
- convex minimization
- nonlinear programming
- convex optimization problems
- convex functions
- objective function
- convex optimization
- subgradient method
- image restoration and reconstruction
- intra class
- newton method
- constrained optimization
- optimization method
- optimization algorithm
- evolutionary algorithm