A Single-Timescale Method for Stochastic Bilevel Optimization.
Tianyi ChenYuejiao SunQuan XiaoWotao YinPublished in: AISTATS (2022)
Keyphrases
- experimental evaluation
- synthetic data
- pairwise
- optimization algorithm
- optimization method
- high accuracy
- detection method
- optimization process
- cost function
- computational cost
- prior knowledge
- support vector machine
- constrained optimization
- high precision
- optimization procedure
- global optimization
- input data
- optimization model
- classification method
- support vector machine svm
- data sets
- classification accuracy
- multi objective
- significant improvement
- objective function
- multiscale