Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems.
Lucy GaoJane J. YeHaian YinShangzhi ZengJin ZhangPublished in: ICML (2022)
Keyphrases
- selection algorithm
- piecewise linear
- dynamic programming
- bilevel programming
- learning algorithm
- computational complexity
- quadratic optimization problems
- detection algorithm
- benchmark problems
- cost function
- optimal solution
- globally optimal
- segmentation algorithm
- linear programming
- k means
- prior information
- closed form
- energy function
- mathematical programming
- search space