Hyperparameter Transfer Learning with Adaptive Complexity.
Samuel HorváthAaron KleinPeter RichtárikCédric ArchambeauPublished in: AISTATS (2021)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- domain adaptation
- cross domain
- labeled data
- manifold alignment
- multi task
- reinforcement learning
- transfer knowledge
- collaborative filtering
- gaussian processes
- active learning
- semi supervised learning
- structure learning
- machine learning
- machine learning algorithms
- text categorization
- text classification
- model selection
- text mining
- feature extraction
- cross domain learning
- multi task learning
- unlabeled data
- support vector
- learning algorithm