Efficient hyperparameters optimization through model-based reinforcement learning with experience exploiting and meta-learning.
Xiyuan LiuJia WuSenpeng ChenPublished in: Soft Comput. (2023)
Keyphrases
- meta learning
- model selection
- hyperparameters
- grid search
- cross validation
- inductive learning
- model based reinforcement learning
- machine learning algorithms
- learning tasks
- closed form
- maximum a posteriori
- em algorithm
- support vector
- machine learning
- bayesian framework
- metamodel
- sample size
- pairwise
- image segmentation
- decision trees