Cost-Effective Transfer Learning for Data Streams.
Ocean WuYun Sing KohGillian DobbieThomas LacombePublished in: ICDM (2022)
Keyphrases
- cost effective
- transfer learning
- data streams
- learning tasks
- knowledge transfer
- low cost
- machine learning
- active learning
- cost effectiveness
- cross domain
- reinforcement learning
- semi supervised learning
- text classification
- labeled data
- transfer knowledge
- machine learning algorithms
- domain adaptation
- data sets
- data distribution
- multi task learning
- manifold alignment
- collaborative filtering
- target domain
- structure learning
- multi task
- learning algorithm
- neural network
- semi supervised
- bayesian networks
- text categorization
- text mining
- knowledge representation
- multitask learning
- previously learned
- learning environment