TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning.
Yang LiYu ShenHuaijun JiangWentao ZhangZhi YangCe ZhangBin CuiPublished in: KDD (2022)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- machine learning
- multi task learning
- cross domain
- reinforcement learning
- structure learning
- labeled data
- active learning
- transfer knowledge
- collaborative filtering
- semi supervised learning
- text classification
- manifold alignment
- text categorization
- gaussian processes
- multi task
- neural network
- transferring knowledge
- databases
- machine learning algorithms
- learning algorithm
- model selection
- domain adaptation
- knn
- high dimensional
- data sets
- algorithmic information theory