A New PAC-Bayesian Perspective on Domain Adaptation.
Pascal GermainAmaury HabrardFrançois LavioletteEmilie MorvantPublished in: CoRR (2015)
Keyphrases
- domain adaptation
- pac bayesian
- distribution free
- cross domain
- multiple sources
- semi supervised
- sentiment classification
- labeled data
- document classification
- data dependent
- test data
- transfer learning
- target domain
- semi supervised learning
- reproducing kernel hilbert space
- generalization bounds
- rademacher complexity
- unlabeled data
- feature representation
- training data