Learning Algorithm Generalization Error Bounds via Auxiliary Distributions.
Gholamali AminianSaeed MasihaLaura ToniMiguel R. D. RodriguesPublished in: CoRR (2022)
Keyphrases
- generalization error bounds
- learning algorithm
- generalization error
- sample complexity
- decision lists
- training data
- active learning
- model selection
- machine learning algorithms
- upper bound
- cross validation
- reinforcement learning
- machine learning
- supervised learning
- training set
- learning process
- decision trees
- training examples
- learning models
- learning rate
- target function