A Convergence Analysis of Gradient Descent on Graph Neural Networks.

Pranjal Awasthi Abhimanyu Das Sreenivas Gollapudi

Published in: NeurIPS (2021)

Keyphrases

convergence analysis
neural network
gauss newton
global convergence
optimality conditions
newton method
cost function
approximation methods
convergence rate
artificial neural networks
back propagation
loss function
pairwise
self organizing maps
learning rules