Quantifying the Alignment of Graph and Features in Deep Learning

1 code implementation • 30 May 2019 • Yifan Qian, Paul Expert, Tom Rieu, Pietro Panzarasa, Mauricio Barahona

We showcase the relationship between the SAM and the classification performance through the study of limiting cases of GCNs and systematic randomizations of both features and graph structure applied to a constructive example and several examples of citation networks of different origins.

Classification General Classification