Kernel methods for transfer learning to avoid negative transfer.
Hao ShaoPublished in: Int. J. Comput. Sci. Math. (2016)
Keyphrases
- transfer learning
- kernel methods
- machine learning
- knowledge transfer
- learning tasks
- learning problems
- support vector
- kernel function
- feature space
- cross domain
- labeled data
- active learning
- kernel matrix
- collaborative filtering
- reinforcement learning
- multi task learning
- transfer knowledge
- support vector machine
- multi task
- text categorization
- domain adaptation
- semi supervised learning
- transferring knowledge
- learning algorithm
- text classification
- machine learning algorithms
- multiple kernel learning
- text mining
- cross domain learning
- classification accuracy
- prior knowledge
- e learning
- unlabeled data
- supervised learning
- previously learned
- real world