Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis.
Qi ChenChangjian ShuiMario MarchandPublished in: CoRR (2021)
Keyphrases
- meta learning
- generalization bounds
- model selection
- data dependent
- learning theory
- learning tasks
- learning problems
- generalization ability
- inductive learning
- machine learning
- machine learning algorithms
- statistical learning theory
- unsupervised learning
- linear classifiers
- ranking algorithm
- feature selection
- vc dimension
- learning machines
- support vector machine
- k nearest neighbor
- knowledge acquisition
- data mining
- pairwise