Meta-Learning with Adaptive Hyperparameters.
Sungyong BaikMyungsub ChoiJanghoon ChoiHeewon KimKyoung Mu LeePublished in: CoRR (2020)
Keyphrases
- meta learning
- model selection
- hyperparameters
- grid search
- cross validation
- learning tasks
- machine learning
- feature selection
- sample size
- inductive learning
- bayesian framework
- data mining
- random sampling
- noise level
- decision trees
- closed form
- support vector
- knowledge acquisition
- learning algorithm
- em algorithm
- prior information
- parameter settings
- incomplete data
- machine learning algorithms