Semi-Supervised Transfer Learning Using Marginal Predictors.
Aniket Anand DeshmukhEmil LaftchievPublished in: DSW (2018)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- unlabeled data
- active learning
- labeled examples
- learning tasks
- knowledge transfer
- unsupervised learning
- supervised learning
- cross domain
- domain adaptation
- pairwise
- training data
- labeled and unlabeled data
- probability distribution
- multi task
- multi task learning
- label information
- co training
- manifold alignment
- multi view
- machine learning
- background knowledge
- text classification
- data points
- multi view learning
- transfer knowledge
- class labels
- machine learning algorithms
- target domain
- pairwise constraints
- transferring knowledge
- cross domain learning
- multiple sources
- text categorization
- reinforcement learning
- similarity measure
- decision trees
- learning algorithm
- information retrieval