Fusion of Graph Neural Networks via Optimal Transport

Weronika Ormaniec, Michael Vollenweider, Elisa Hoskovec

In this paper, we explore the idea of combining GCNs into one model. To that end, we align the weights of different models layer-wise using optimal transport (OT). We present and e…