Optimality Conditions for Nonsmooth Nonconvex-Nonconcave Min-Max Problems and Generative Adversarial Networks.
Jie JiangXiaojun ChenPublished in: SIAM J. Math. Data Sci. (2023)
Keyphrases
- optimality conditions
- min max
- nonlinear programming
- bilevel programming
- variational inequalities
- optimization problems
- newton method
- stationary points
- karush kuhn tucker
- mathematical programming
- convergence analysis
- image restoration and reconstruction
- semi infinite programming
- globally convergent
- convex functions
- convex optimization
- dynamic programming
- support vector
- np complete
- linear programming
- lower bound