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p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks [article]

Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
2021 arXiv   pre-print
In this work, we aim to classify nodes of unstructured peer-to-peer networks with communication uncertainty, such as users of decentralized social networks.  ...  We experiment on three real-world graphs with node features and labels and simulate peer-to-peer networks with uniformly random communication frequencies; given a portion of known labels, our decentralized  ...  A PEER-TO-PEER GRAPH NEURAL NETWORK A.  ... 
arXiv:2111.14837v1 fatcat:jm7zjdgtxjarnnpcbpqj6xbsfy