Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations.
M. M. Hassan MahmudSylvian R. RayPublished in: NIPS (2007)
Keyphrases
- transfer learning
- empirical evaluation
- kolmogorov complexity
- knowledge transfer
- learning tasks
- reinforcement learning
- labeled data
- inductive inference
- semi supervised learning
- text categorization
- manifold alignment
- cross domain
- collaborative filtering
- text classification
- transfer knowledge
- machine learning
- algorithmic information theory
- domain adaptation
- multi task
- machine learning algorithms
- active learning
- multi task learning
- learning algorithm
- face recognition
- decision theory
- learning environment
- feature extraction
- cross domain learning