PAC-Bayes and domain adaptation.
Pascal GermainAmaury HabrardFrançois LavioletteEmilie MorvantPublished in: Neurocomputing (2020)
Keyphrases
- domain adaptation
- pac bayes
- risk bounds
- generalization bounds
- linear classifiers
- semi supervised
- multiple sources
- data dependent
- cross domain
- labeled data
- semi supervised learning
- transfer learning
- target domain
- document classification
- test data
- learning theory
- reproducing kernel hilbert space
- unlabeled data
- statistical learning theory
- learning algorithm
- data sets
- sentiment classification
- web pages
- neural network
- training data
- data mining