PAC-Bayesian domain adaptation bounds for multiclass learners.
Anthony SiciliaKatherine AtwellMalihe AlikhaniSeong Jae HwangPublished in: UAI (2022)
Keyphrases
- multi class
- pac bayesian
- domain adaptation
- generalization bounds
- multiple sources
- pairwise
- semi supervised
- cross domain
- e learning
- data dependent
- labeled data
- linear classifiers
- learning experience
- learning process
- sentiment classification
- support vector machine
- transfer learning
- test data
- semi supervised learning
- unlabeled data
- generalization ability
- feature selection
- reproducing kernel hilbert space
- co training
- target domain
- ranking algorithm