An Improvement to the Domain Adaptation Bound in a PAC-Bayesian context.
Pascal GermainAmaury HabrardFrançois LavioletteEmilie MorvantPublished in: CoRR (2015)
Keyphrases
- domain adaptation
- pac bayesian
- distribution free
- cross domain
- sentiment classification
- multiple sources
- semi supervised
- semi supervised learning
- transfer learning
- document classification
- rademacher complexity
- generalization bounds
- error bounds
- target domain
- reinforcement learning
- unlabeled data
- labeled data
- model selection
- lower bound