Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis.
Jie HaoXiaochuan GongMingrui LiuPublished in: ICLR (2024)
Keyphrases
- convergence analysis
- cost function
- optimization algorithm
- optimal solution
- np hard
- linear programming
- computational complexity
- learning algorithm
- combinatorial optimization
- global convergence
- optimization method
- objective function
- dynamic programming
- worst case
- stationary points
- bilevel programming
- optimality conditions
- semidefinite programming
- global optimum
- ant colony optimization