Selective Random Walk for Transfer Learning in Heterogeneous Label Spaces.
Qiao XiaoYu ZhangQiang YangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
- random walk
- transfer learning
- learning tasks
- label information
- active learning
- knowledge transfer
- machine learning
- latent space
- directed graph
- labeled data
- transition probabilities
- gibbs distribution
- link prediction
- multi task
- class labels
- reinforcement learning
- cross domain
- markov chain
- domain adaptation
- semi supervised learning
- collaborative filtering
- markov random walk
- machine learning algorithms
- target domain
- transition probability matrix
- multi label
- learning algorithm
- text categorization
- text classification
- graphical models
- supervised learning
- nearest neighbor
- information extraction
- state space
- decision trees
- clustering algorithm