Autonomous Selection of Inter-Task Mappings in Transfer Learning (extended abstract).
Anestis FachantidisIoannis PartalasMatthew E. TaylorIoannis P. VlahavasPublished in: AAAI Spring Symposium: Lifelong Machine Learning (2013)
Keyphrases
- extended abstract
- transfer learning
- learning tasks
- labeled data
- knowledge transfer
- reinforcement learning
- cross domain
- active learning
- multi task
- machine learning
- semi supervised learning
- domain adaptation
- multi task learning
- structure learning
- learning algorithm
- text classification
- unlabeled data
- transferring knowledge
- machine learning algorithms
- text categorization
- cooperative
- transfer knowledge
- data sets
- collaborative filtering
- semi supervised
- target domain
- manifold alignment
- text mining
- supervised learning
- object recognition
- data mining
- multitask learning
- databases