Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis.
Qi ChenChangjian ShuiMario MarchandPublished in: NeurIPS (2021)
Keyphrases
- meta learning
- generalization bounds
- model selection
- learning tasks
- learning problems
- data dependent
- learning theory
- generalization ability
- machine learning
- learning machines
- linear classifiers
- ranking algorithm
- inductive learning
- feature selection
- statistical learning theory
- machine learning algorithms
- vc dimension
- kernel machines
- learning experience
- metamodel
- multi class
- support vector machine
- feature vectors
- data sets