Size-free generalization bounds for convolutional neural networks.

Philip M. Long Hanie Sedghi

Published in: CoRR (2019)

Keyphrases

generalization bounds
convolutional neural networks
data dependent
learning theory
generalization ability
vc dimension
model selection
ranking algorithm
neural network
convex combinations
statistical learning theory
learning algorithm
pattern recognition