Transfer Learning Through Greedy Subset Selection.
Ilja KuzborskijFrancesco OrabonaBarbara CaputoPublished in: ICIAP (1) (2015)
Keyphrases
- transfer learning
- subset selection
- hill climbing
- feature selection
- machine learning
- text categorization
- learning tasks
- knowledge transfer
- text classification
- simulated annealing
- active learning
- cross domain
- semi supervised learning
- reinforcement learning
- search algorithm
- collaborative filtering
- search space
- labeled data
- manifold alignment
- domain adaptation
- multi task learning
- text mining
- learning algorithm
- multi task
- transfer knowledge
- target domain
- transferring knowledge
- cross domain learning
- search strategy
- search procedure
- machine learning algorithms
- supervised learning
- nearest neighbor