Semi-supervised transfer learning with hierarchical self-regularization.
Xingjian LiAbulikemu AbuduweiliHumphrey ShiPengkun YangDejing DouHaoyi XiongChengzhong XuPublished in: Pattern Recognit. (2023)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- multi view learning
- unlabeled data
- labeled examples
- active learning
- learning tasks
- knowledge transfer
- cross domain
- multi view
- supervised learning
- unsupervised learning
- domain adaptation
- label information
- multi task learning
- machine learning
- cross domain learning
- class labels
- hierarchical bayesian model
- reinforcement learning
- co training
- pairwise
- manifold alignment
- collaborative filtering
- text classification
- target domain
- training data
- multitask learning
- training examples
- metric learning
- multi task
- learning algorithm
- transfer knowledge
- text categorization
- transferring knowledge
- text mining
- machine learning algorithms
- pairwise constraints
- data sets