Value Function Based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems.
Lucy GaoJane J. YeHaian YinShangzhi ZengJin ZhangPublished in: CoRR (2022)
Keyphrases
- selection algorithm
- benchmark problems
- learning algorithm
- linear programming
- optimal solution
- convex functions
- piecewise linear
- detection algorithm
- objective function
- dynamic programming
- worst case
- semidefinite programming
- k means
- combinatorial optimization
- search space
- computational complexity
- semi infinite programming
- convex programming
- simulated annealing
- probabilistic model
- np hard
- cost function