Transfer Learning from Unbiased Training Data Sets for QoT Estimation in WDM Networks.
Jelena PesicMatteo LonardiEmmanuel SeveNicola RossiThierry ZamiPublished in: ECOC (2020)
Keyphrases
- transfer learning
- data sets
- training set
- learning tasks
- wdm networks
- training and test data
- labeled data
- knowledge transfer
- active learning
- machine learning
- multi task
- training data
- reinforcement learning
- cross domain
- domain adaptation
- transfer knowledge
- text classification
- collaborative filtering
- semi supervised learning
- training examples
- unlabeled data
- machine learning algorithms
- text categorization
- test set
- training samples
- supervised learning
- target domain
- learning algorithm
- general purpose
- semi supervised
- information retrieval
- recommender systems
- transferring knowledge
- data mining