Generalization Bounds for Domain Adaptation via Domain Transformations.
Elif VuralPublished in: MLSP (2018)
Keyphrases
- domain adaptation
- generalization bounds
- cross domain
- target domain
- learning theory
- transfer learning
- data dependent
- generalization ability
- multiple sources
- labeled data
- semi supervised
- sentiment classification
- semi supervised learning
- test data
- model selection
- statistical learning theory
- training data
- document classification
- vc dimension
- learning problems
- ranking algorithm
- reproducing kernel hilbert space
- information retrieval
- unlabeled data
- kernel machines
- active learning
- linear classifiers
- co training
- support vector machine
- machine learning