Convergence and Implicit Regularization Properties of Gradient Descent for Deep Residual Networks.

Rama Cont Alain Rossier Renyuan Xu

Published in: CoRR (2022)

Keyphrases

desirable properties
objective function
cost function
convergence rate
network structure
complex networks
computer networks
network design
initial conditions
social networks
image processing
parameter selection
topological properties
network topologies
network size