Lautum Regularization for Semi-supervised Transfer Learning.
Daniel JakubovitzMiguel R. D. RodriguesRaja GiryesPublished in: CoRR (2019)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- multi view learning
- unlabeled data
- labeled examples
- active learning
- learning tasks
- knowledge transfer
- labeled and unlabeled data
- transfer knowledge
- cross domain
- supervised learning
- label information
- multi task learning
- domain adaptation
- multi task
- multi view
- pairwise
- co training
- text classification
- reinforcement learning
- machine learning
- manifold alignment
- class labels
- training examples
- learning algorithm
- low rank
- text categorization
- target domain
- unsupervised learning
- training data
- pairwise constraints
- nearest neighbor
- prior knowledge
- collaborative filtering
- recommender systems
- previously learned
- text mining
- neural network
- transferring knowledge