Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks

Yifan Chen, Tianning Xu, Dilek Hakkani-Tur +3

Multiple sampling-based methods have been developed for approximating and accelerating node embedding aggregation in graph convolutional networks (GCNs) training. Among them, a lay…