Explaining the Transfer Learning Ability of a Deep Neural Networks by Means of Representations.
German MagaiArtem SorokaPublished in: xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Keyphrases
- transfer learning
- neural network
- learning tasks
- knowledge transfer
- labeled data
- cross domain
- machine learning
- structure learning
- reinforcement learning
- collaborative filtering
- multi task learning
- semi supervised learning
- manifold alignment
- active learning
- pattern recognition
- learning algorithm
- domain adaptation
- transfer knowledge
- machine learning algorithms
- text categorization
- pairwise
- transferring knowledge
- multi task
- learning problems
- text classification
- fuzzy neural network
- text mining
- training set
- natural language
- similarity measure