Transfer Learning through Greedy Subset Selection.
Ilja KuzborskijBarbara CaputoFrancesco OrabonaPublished in: CoRR (2014)
Keyphrases
- transfer learning
- subset selection
- hill climbing
- feature selection
- text categorization
- learning tasks
- text classification
- knowledge transfer
- simulated annealing
- labeled data
- machine learning
- reinforcement learning
- active learning
- cross domain
- search algorithm
- collaborative filtering
- manifold alignment
- domain adaptation
- search space
- machine learning algorithms
- multi task learning
- learning algorithm
- target domain
- multi task
- semi supervised learning
- unsupervised learning
- genetic algorithm ga
- semi supervised
- transfer knowledge
- search strategy
- feature extraction
- transferring knowledge
- search procedure
- evolutionary algorithm
- learning process
- similarity measure
- genetic algorithm