Heterogeneous Transfer Learning from a Partial Information Decomposition Perspective.
Gabriele GianiniAnnalisa BarsottiCorrado MioJianyi LinPublished in: MEDES (2023)
Keyphrases
- transfer learning
- partial information
- incomplete information
- learning tasks
- algorithmic information theory
- knowledge transfer
- reinforcement learning
- cross domain
- domain adaptation
- labeled data
- active learning
- semi supervised learning
- manifold alignment
- target domain
- machine learning algorithms
- transfer knowledge
- text classification
- multi task
- text categorization
- collaborative filtering
- text mining
- machine learning
- unlabeled data
- orders of magnitude
- semi supervised
- learning algorithm
- data sets
- k nearest neighbor
- cooperative
- similarity measure
- feature selection
- real world
- transferring knowledge
- neural network