Optimization of Graph Neural Networks with Natural Gradient Descent

Mohammad Rasool Izadi, Yihao Fang, Robert Stevenson +1

In this work, we propose to employ information-geometric tools to optimize a graph neural network architecture such as the graph convolutional networks. More specifically, we devel…