ChimeraTL: Transfer Learning in DBMS with Fewer Samples.
Tatsuhiro NakamoriShohei MatsuuraTakashi MiyazakiSho NakazonoTaiki SatoTakashi HoshinoHideyuki KawashimaPublished in: ICDEW (2024)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- database management systems
- cross domain
- active learning
- transfer knowledge
- machine learning
- labeled data
- reinforcement learning
- database
- multi task learning
- collaborative filtering
- text categorization
- multi task
- database systems
- machine learning algorithms
- domain adaptation
- manifold alignment
- data sets
- semi supervised learning
- text mining
- text classification
- feature selection
- training examples
- training samples
- target domain
- transferring knowledge
- test set
- test data
- nearest neighbor
- data model
- learning environment
- learning algorithm
- cross domain learning
- algorithmic information theory