A Fully First-Order Method for Stochastic Bilevel Optimization.
Jeongyeol KwonDohyun KwonStephen WrightRobert D. NowakPublished in: ICML (2023)
Keyphrases
- experimental evaluation
- optimization process
- significant improvement
- detection method
- classification method
- synthetic data
- high accuracy
- multiscale
- combinatorial optimization
- optimization method
- high precision
- optimization problems
- cost function
- objective function
- support vector machine
- higher order
- classification accuracy
- edge detection
- computational cost
- input data
- clustering method
- dynamic programming
- pairwise
- feature space
- computational complexity
- global optimization
- image segmentation
- constrained optimization