Distributed Training of Graph Convolutional Networks using Subgraph Approximation

Alexandra Angerd, Keshav Balasubramanian, Murali Annavaram

Modern machine learning techniques are successfully being adapted to data modeled as graphs. However, many real-world graphs are typically very large and do not fit in memory, ofte…