Optimal Learning Rates of Deep Convolutional Neural Networks: Additive Ridge Functions.

Zhiying Fang Guang Cheng

Published in: CoRR (2022)

Keyphrases

learning rate
convolutional neural networks
covering numbers
learning algorithm
optimal solution
convergence rate
uniform convergence
dynamic programming
worst case
gaussian kernels
convolutional network
neural network
convergence speed
lower bound
vc dimension
theoretical analysis
machine learning