Sample-distribution-matching-based transfer learning for QoT estimation in optical networks.
Zhiqun GuTangze QinYuhang ZhouJiawei ZhangYuefeng JiPublished in: JOCN (2023)
Keyphrases
- transfer learning
- optical networks
- training and test data
- learning tasks
- knowledge transfer
- labeled data
- reinforcement learning
- cross domain
- active learning
- semi supervised learning
- domain adaptation
- text categorization
- collaborative filtering
- transfer knowledge
- learning algorithm
- machine learning algorithms
- multi task
- transferring knowledge
- wavelength division multiplexing
- test data
- text classification
- text mining
- machine learning
- target domain
- data sets
- general purpose
- semi supervised
- recommender systems
- artificial intelligence
- service differentiation
- routing and wavelength assignment