A New PAC-Bayesian Perspective on Domain Adaptation.
Pascal GermainAmaury HabrardFrançois LavioletteEmilie MorvantPublished in: ICML (2016)
Keyphrases
- domain adaptation
- pac bayesian
- multiple sources
- distribution free
- reproducing kernel hilbert space
- semi supervised
- test data
- labeled data
- rademacher complexity
- cross domain
- transfer learning
- sentiment classification
- document classification
- target domain
- semi supervised learning
- data dependent
- unlabeled data
- data sets
- error bounds
- generalization bounds
- information extraction
- face recognition