Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning.
Valerio PerroneHuibin ShenMatthias W. SeegerCédric ArchambeauRodolphe JenattonPublished in: CoRR (2019)
Keyphrases
- transfer learning
- learning tasks
- transfer knowledge
- reinforcement learning
- knowledge transfer
- learning problems
- learning algorithm
- multi task learning
- learning process
- active learning
- search space
- unsupervised learning
- transferring knowledge
- solve complex tasks
- gaussian processes
- multi task
- domain adaptation
- data sets
- machine learning algorithms
- supervised learning
- machine learning
- data mining
- maximum likelihood
- cross domain
- bayesian networks
- training data
- information retrieval