Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training.
Ilija IlievskiJiashi FengPublished in: CoRR (2016)
Keyphrases
- transfer learning
- manifold alignment
- neural network training
- knowledge transfer
- learning tasks
- neural network
- machine learning
- labeled data
- reinforcement learning
- domain adaptation
- text classification
- transfer knowledge
- active learning
- feature selection
- training algorithm
- cross domain
- target domain
- transferring knowledge
- data sets
- multi task
- training data
- semi supervised learning
- knowledge discovery