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: CoRR (2023)
Keyphrases
- transfer learning
- multi objective
- neural network
- genetic algorithm
- learning tasks
- knowledge transfer
- evolutionary algorithm
- multiobjective optimization
- cross domain
- reinforcement learning
- evolutionary computation
- machine learning
- labeled data
- transfer knowledge
- pattern recognition
- active learning
- text categorization
- machine learning algorithms
- semi supervised learning
- domain adaptation
- fuzzy logic
- text classification
- collaborative filtering
- cross domain learning
- manifold alignment
- learning algorithm
- text mining
- multi task
- multi task learning
- target domain
- transferring knowledge
- fuzzy neural network
- training set
- unlabeled data
- nearest neighbor
- k nearest neighbor
- data sets