Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness.
Javier PoyatosDaniel MolinaAitor Martínez-SerasJavier Del SerFrancisco HerreraPublished in: Appl. Soft Comput. (2023)
Keyphrases
- transfer learning
- multi objective
- neural network
- genetic algorithm
- learning tasks
- knowledge transfer
- multiobjective optimization
- evolutionary algorithm
- labeled data
- machine learning
- reinforcement learning
- cross domain
- transfer knowledge
- multi task learning
- evolutionary computation
- semi supervised learning
- pattern recognition
- manifold alignment
- collaborative filtering
- multi task
- text mining
- fuzzy logic
- active learning
- domain adaptation
- text categorization
- learning algorithm
- machine learning algorithms
- objective function
- fitness function
- natural language processing
- transferring knowledge
- cross domain learning
- knowledge sharing
- target domain
- feature extraction