A Copula approach for hyperparameter transfer learning.
David SalinasHuibin ShenValerio PerronePublished in: CoRR (2019)
Keyphrases
- transfer learning
- learning tasks
- gaussian processes
- knowledge transfer
- labeled data
- machine learning
- reinforcement learning
- manifold alignment
- multi task
- cross domain
- active learning
- text classification
- semi supervised learning
- model selection
- hyperparameters
- domain adaptation
- gaussian process
- multi task learning
- learning algorithm
- data mining
- machine learning algorithms
- data sets
- collaborative filtering
- text categorization
- text mining
- target domain
- semi supervised
- bayesian inference
- cross validation
- supervised learning
- cross domain learning