Scalable Hyperparameter Transfer Learning.
Valerio PerroneRodolphe JenattonMatthias W. SeegerCédric ArchambeauPublished in: NeurIPS (2018)
Keyphrases
- transfer learning
- learning tasks
- labeled data
- knowledge transfer
- machine learning
- cross domain
- multi task
- semi supervised learning
- gaussian processes
- reinforcement learning
- active learning
- collaborative filtering
- manifold alignment
- model selection
- transfer knowledge
- semi supervised
- transferring knowledge
- multi task learning
- learning algorithm
- machine learning algorithms
- text mining
- data mining
- text classification
- nearest neighbor
- hyperparameters
- text categorization
- unlabeled data
- domain adaptation
- supervised learning
- unsupervised learning
- e government