Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning.
Valerio PerroneHuibin ShenPublished in: NeurIPS (2019)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- gaussian processes
- transfer knowledge
- reinforcement learning
- multi task learning
- learning algorithm
- active learning
- machine learning
- multi task
- transferring knowledge
- cross domain
- learning process
- bayesian networks
- supervised learning
- collaborative filtering
- nearest neighbor
- learning problems
- prior knowledge
- manifold alignment