Stochastic Optimization

A Statistical Analysis of Stochastic Gradient Noises for GNNs

Inspired from (Wang et al., ICLR'22), we provide a preliminary statistical analysis of stochastic gradient noises (SGNs) of GIN and GCN in Cora node classification task.

Junghyun Lee, Minchan Jeong, Namgyu Ho, Se-Young Yun