Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks.
Efstratios GavvesThomas MensinkTatiana TommasiCees G. M. SnoekTinne TuytelaarsPublished in: CoRR (2015)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- multi task
- active learning
- transferring knowledge
- transfer knowledge
- multi task learning
- labeled data
- domain adaptation
- reinforcement learning
- hierarchical bayesian model
- machine learning
- cross domain
- semi supervised learning
- manifold alignment
- collaborative filtering
- text classification
- text categorization
- standard learning algorithms
- text mining
- unlabeled data
- learning algorithm
- neural network
- test cases
- supervised learning
- multitask learning
- previously learned
- information extraction
- prior knowledge
- feature selection
- cross domain learning