An information-Theoretic Approach to Semi-supervised Transfer Learning.
Daniel JakubovitzDavid UlielMiguel R. D. RodriguesRaja GiryesPublished in: CoRR (2023)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- unlabeled data
- active learning
- labeled examples
- learning tasks
- knowledge transfer
- domain adaptation
- supervised learning
- unsupervised learning
- co training
- multi task
- cross domain
- pairwise
- labeled and unlabeled data
- training data
- multi view
- label information
- learning problems
- multi task learning
- class labels
- transfer knowledge
- databases
- cross domain learning
- multi view learning
- pairwise constraints
- reinforcement learning
- target domain
- text categorization
- text classification
- multitask learning
- machine learning
- machine learning algorithms
- decision trees
- transferring knowledge
- data sets
- algorithmic information theory