Search Results for author: Emmanouil Krasanakis

Found 3 papers, 2 papers with code

Graph Neural Network Surrogates of Fair Graph Filtering

no code implementations14 Mar 2023 Emmanouil Krasanakis, Symeon Papadopoulos

Graph filters that transform prior node values to posterior scores via edge propagation often support graph mining tasks affecting humans, such as recommendation and ranking.

Fairness Graph Mining

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

1 code implementation29 Nov 2021 Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris

In this work, we aim to classify nodes of unstructured peer-to-peer networks with communication uncertainty, such as users of decentralized social networks.

Node Classification

pygrank: A Python Package for Graph Node Ranking

1 code implementation18 Oct 2021 Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris, Andreas Symeonidis

We introduce pygrank, an open source Python package to define, run and evaluate node ranking algorithms.

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