Transfer Learning-based ROADM EDFA Wavelength Dependent Gain Prediction Using Minimized Data Collection.
Zehao WangDan KilperTingjun ChenPublished in: OFC (2023)
Keyphrases
- transfer learning
- data collection
- learning tasks
- knowledge transfer
- labeled data
- transfer knowledge
- collaborative filtering
- machine learning
- reinforcement learning
- cross domain
- active learning
- structure learning
- manifold alignment
- semi supervised learning
- domain adaptation
- text classification
- multi task
- machine learning algorithms
- transferring knowledge
- sensor networks
- learning algorithm
- text categorization
- prediction model
- semi supervised
- data analysis
- target domain
- databases
- nearest neighbor
- data points
- decision trees
- data sets