Stability Analysis and Generalization Bounds of Adversarial Training.
Jiancong XiaoYanbo FanRuoyu SunJue WangZhi-Quan LuoPublished in: NeurIPS (2022)
Keyphrases
- stability analysis
- generalization bounds
- data dependent
- nonlinear systems
- learning theory
- generalization ability
- learning machines
- ranking algorithm
- training examples
- training set
- model selection
- linear classifiers
- vc dimension
- statistical learning theory
- neural network
- data mining
- training samples
- learning problems
- fuzzy systems
- training algorithm
- supervised learning
- expert systems