Multi-Task Optical Performance Monitoring Using a Transfer Learning Assisted Cascaded Deep Neural Network in WDM Systems.
Yameng CaoDi ZhangHanyu ZhangYan Ling XuePublished in: ICNC (2024)
Keyphrases
- training data
- transfer learning
- multi task
- labeled data
- multi task learning
- learning tasks
- semi supervised learning
- neural network
- unlabeled data
- multitask learning
- transfer knowledge
- target domain
- knowledge transfer
- decision trees
- multiple tasks
- data sets
- structure learning
- machine learning
- gaussian processes
- cross domain
- learning problems
- reinforcement learning
- text categorization
- domain adaptation
- multi class
- feature selection
- feature vectors
- pairwise
- data mining
- natural language processing
- recommender systems