Class Subset Selection for Transfer Learning using Submodularity.
Varun ManjunathaSrikumar RamalingamTim K. MarksLarry S. DavisPublished in: CoRR (2018)
Keyphrases
- transfer learning
- subset selection
- learning tasks
- knowledge transfer
- labeled data
- cross domain
- machine learning
- multi task learning
- feature selection
- text categorization
- reinforcement learning
- transfer knowledge
- semi supervised learning
- machine learning algorithms
- domain adaptation
- collaborative filtering
- manifold alignment
- transferring knowledge
- label information
- hill climbing
- multi task
- target domain
- prior knowledge
- search algorithm
- active learning
- learning algorithm
- text classification
- natural language
- search space
- data sets
- unsupervised learning
- semi supervised