28 Oct 2019 effective such method is the graph convolutional network (GCN) architecture [6], [7]. The theory of graphons as limits of dense graph sequences was initiated in [22] [8] L. Lovász, Large Networks and Graph Limits., ser.
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In graph theory and statistics, a graphon is a symmetric measurable function W : [ 0 , 1 ] 2 → [ 0 , 1 ] {\displaystyle W:[0,1]^{2}\to [0,1]} {\displaystyle W:[0,1]^{2}\to , that is important in the study of dense graphs. Graphons arise both as a natural notion for the limit of a sequence of dense lemma, graphons capture the structure of arbitrary large dense graphs.
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