Stability Analysis and Generalization Bounds of Adversarial Training.
Jiancong XiaoYanbo FanRuoyu SunJue WangZhi-Quan LuoPublished in: CoRR (2022)
Keyphrases
- stability analysis
- generalization bounds
- data dependent
- learning theory
- nonlinear systems
- generalization ability
- learning machines
- linear classifiers
- model selection
- ranking algorithm
- vc dimension
- training process
- training set
- statistical learning theory
- pattern recognition
- support vector
- supervised learning
- adaptive control
- support vector machine