An Investigation of Transfer Learning and Traditional Machine Learning Algorithms.
Karl R. WeissTaghi M. KhoshgoftaarPublished in: ICTAI (2016)
Keyphrases
- transfer learning
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- learning tasks
- knowledge transfer
- learning problems
- decision trees
- machine learning methods
- cross domain
- multi task
- machine learning approaches
- learning models
- domain adaptation
- machine learning models
- statistical machine learning
- labeled examples
- target domain
- pairwise
- transfer knowledge
- active learning
- manifold alignment
- cross domain learning