PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners.
Anthony SiciliaKatherine AtwellMalihe AlikhaniSeong Jae HwangPublished in: CoRR (2022)
Keyphrases
- multi class
- pac bayesian
- domain adaptation
- generalization bounds
- linear classifiers
- semi supervised
- data dependent
- learning experience
- pairwise
- labeled data
- semi supervised learning
- cross domain
- multiple sources
- e learning
- learning process
- reproducing kernel hilbert space
- test data
- transfer learning
- target domain
- similarity measure
- feature selection
- support vector machine
- sentiment classification
- unlabeled data
- multi task
- neural network
- training set
- reinforcement learning
- training data
- data mining