A unified single-loop alternating gradient projection algorithm for nonconvex-concave and convex-nonconcave minimax problems.
Zi XuHuiling ZhangYang XuGuanghui LanPublished in: Math. Program. (2023)
Keyphrases
- semidefinite
- semidefinite programming
- convex relaxation
- convex optimization
- gradient projection
- objective function
- globally optimal
- learning algorithm
- worst case
- optimal solution
- k means
- dynamic programming
- detection algorithm
- cost function
- piecewise linear
- constrained optimization
- benchmark problems
- global optimization
- monte carlo
- game playing
- computational complexity
- iterative algorithms
- expectation maximization
- augmented lagrangian
- optimization problems