Generalization Bounds for Convolutional Neural Networks.
Shan LinJingwei ZhangPublished in: CoRR (2019)
Keyphrases
- generalization bounds
- convolutional neural networks
- data dependent
- learning theory
- generalization ability
- model selection
- convex combinations
- learning problems
- vc dimension
- linear classifiers
- ranking algorithm
- statistical learning theory
- uniform convergence
- ranking functions
- learning machines
- neural network
- ensemble methods
- cross validation
- sample size
- kernel machines
- support vector machine svm