Generalization bounds for deep convolutional neural networks.
Philip M. LongHanie SedghiPublished in: ICLR (2020)
Keyphrases
- generalization bounds
- convolutional neural networks
- data dependent
- learning theory
- generalization ability
- model selection
- vc dimension
- convex combinations
- linear classifiers
- ranking algorithm
- learning problems
- statistical learning theory
- learning machines
- ranking functions
- cross validation
- upper bound
- pairwise
- learning algorithm
- machine learning
- kernel methods
- multi class
- reinforcement learning