Auto-sharing parameters for transfer learning based on multi-objective optimization.
Hai-Lin LiuFangqing GuZixian LinPublished in: Integr. Comput. Aided Eng. (2021)
Keyphrases
- multi objective optimization
- transfer learning
- multi objective
- evolutionary algorithm
- knowledge transfer
- learning tasks
- active learning
- genetic algorithm
- labeled data
- structure learning
- machine learning
- cross domain
- multi objective optimization problems
- transfer knowledge
- reinforcement learning
- collaborative filtering
- multiple objectives
- pareto optimal
- bi objective
- multi objective genetic algorithm
- multi task
- knowledge sharing
- machine learning algorithms
- maximum likelihood
- semi supervised learning
- domain adaptation
- multi objective genetic algorithms
- transferring knowledge
- text mining
- optimization algorithm
- text classification
- semi supervised
- differential evolution
- expectation maximization
- unlabeled data
- data sets
- dimensionality reduction
- text categorization
- multi objective evolutionary algorithms
- supervised learning
- learning process
- manifold alignment