Open set transfer learning through distribution driven active learning.
Min WangTing WenXiao-Yu JiangAn-An ZhangPublished in: Pattern Recognit. (2024)
Keyphrases
- transfer learning
- active learning
- learning tasks
- labeled data
- training and test data
- knowledge transfer
- machine learning
- multi task learning
- reinforcement learning
- cross domain
- labeled examples
- domain adaptation
- multi task
- semi supervised learning
- semi supervised
- manifold alignment
- text classification
- collaborative filtering
- unlabeled data
- machine learning algorithms
- learning algorithm
- supervised learning
- text categorization
- data analysis
- previously learned
- algorithmic information theory
- maximum likelihood
- text mining
- probabilistic model
- learning process
- similarity measure
- information retrieval