StoGCN
StoGCN
StoGCN is a control variate based algorithm which allow sampling an arbitrarily small neighbor size. Presents new theoretical guarantee for the algorithms to converge to a local optimum of GCN.
Stochastic Training of Graph Convolutional Networks with Variance Reduction
https://paperswithcode.com/paper/stochastic-training-of-graph-convolutional
Stochastic Training of Graph Convolutional Networks with Variance Reduction