Deep Graph Mapper: Seeing Graphs Through the Neural Lens

Graph summarization has received much attention lately, with various works tackling the challenge of defining pooling operators on data regions with arbitrary structures. These contrast the grid-like ones encountered in image inputs, where techniques such as max-pooling have been enough to show empi...

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Bibliographic Details
Main Authors: Cristian Bodnar, Cătălina Cangea, Pietro Liò
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2021.680535/full