Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization.
Luo LuoYujun LiCheng ChenPublished in: NeurIPS (2022)
Keyphrases
- stationary points
- nonlinear programming
- objective function
- constrained optimization
- optimization problems
- direct search
- mathematical programming
- mathematical program
- fixed point
- linear programming
- global optimization
- optimality conditions
- convergence analysis
- variational inequalities
- karush kuhn tucker
- combinatorial optimization
- optimization algorithm
- higher order
- lower bound
- polynomial equations
- semidefinite programming
- linear constraints
- multi objective
- convex functions
- special case
- convergence speed
- knapsack problem
- linear program