A Quantile-based Approach for Hyperparameter Transfer Learning.
David SalinasHuibin ShenValerio PerronePublished in: ICML (2020)
Keyphrases
- transfer learning
- learning tasks
- cross domain
- knowledge transfer
- labeled data
- machine learning
- reinforcement learning
- active learning
- collaborative filtering
- multi task learning
- multi task
- gaussian processes
- text classification
- manifold alignment
- target domain
- structure learning
- domain adaptation
- semi supervised learning
- model selection
- machine learning algorithms
- learning algorithm
- transfer knowledge
- text mining
- test set
- transferring knowledge
- data sets
- similarity measure
- data mining