Comparing Transfer Learning and Traditional Learning Under Domain Class Imbalance.
Karl R. WeissTaghi M. KhoshgoftaarPublished in: ICMLA (2017)
Keyphrases
- transfer learning
- learning tasks
- active learning
- knowledge transfer
- class imbalance
- learning algorithm
- domain adaptation
- transfer knowledge
- cross domain
- learning problems
- reinforcement learning
- machine learning algorithms
- multi task
- labeled data
- semi supervised learning
- neural network
- class distribution
- transferring knowledge
- sample selection bias
- unlabeled data
- unsupervised learning
- natural language processing
- information retrieval