Generalization Error of GAN from the Discriminator's Perspective.
Hongkang YangWeinan EPublished in: CoRR (2021)
Keyphrases
- generalization error
- model selection
- cross validation
- upper bound
- learning algorithm
- active learning
- binary classification
- linear classifiers
- training data
- classification error
- sample complexity
- training error
- training set
- sample size
- generalization error bounds
- supervised learning
- target function
- subspace information criterion
- perceptron learning
- learning machines
- conditional expectation
- machine learning
- lower bound
- learning process