Asymptotic generalization error of a single-layer graph convolutional network.
Odilon DuranthonLenka ZdeborováPublished in: CoRR (2024)
Keyphrases
- generalization error
- single layer
- cross validation
- upper bound
- active learning
- convolutional network
- multi layer
- training set
- learning algorithm
- neural network
- model selection
- classification error
- training data
- neural nets
- supervised learning
- sample size
- worst case
- convolutional neural networks
- unbiased estimator
- hopfield neural network
- scalable video coding
- back propagation
- lower bound
- multiscale
- hidden layer
- image processing
- data sets