Asymptotic generalization error of a single-layer graph convolutional network.

Odilon Duranthon Lenka Zdeborová

Published 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