Task Relatedness-Based Generalization Bounds for Meta Learning.
Jiechao GuanZhiwu LuPublished in: ICLR (2022)
Keyphrases
- meta learning
- generalization bounds
- model selection
- learning tasks
- learning problems
- transfer learning
- data dependent
- learning theory
- inductive learning
- generalization ability
- machine learning algorithms
- learning machines
- machine learning
- vc dimension
- linear classifiers
- decision trees
- feature selection
- statistical learning theory
- ranking algorithm
- unsupervised learning
- ranking functions
- neural network
- learning algorithm
- principal component analysis
- support vector