Generalization Bounds for Unsupervised Cross-Domain Mapping with WGANs.
Tomer GalantiSagie BenaimLior WolfPublished in: CoRR (2018)
Keyphrases
- cross domain
- generalization bounds
- learning theory
- generalization ability
- data dependent
- domain adaptation
- ranking algorithm
- sentiment classification
- learning problems
- model selection
- knowledge transfer
- vc dimension
- statistical learning theory
- unsupervised learning
- text categorization
- transfer learning
- supervised learning
- linear classifiers
- kernel machines
- target domain
- semi supervised
- ranking functions
- supervised classification
- machine learning
- sample complexity
- feature extraction
- learning algorithm