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A Lagrangian Approach to Information Propagation in Graph Neural Networks

Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini, Marco Gori. A Lagrangian Approach to Information Propagation in Graph Neural Networks. In Giuseppe De Giacomo, Alejandro Catalá, Bistra Dilkina, Michela Milano, Senén Barro, Alberto Bugarín, Jérôme Lang, editors, ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020). Volume 325 of Frontiers in Artificial Intelligence and Applications, pages 1539-1546, IOS Press, 2020. [doi]

Authors

Matteo Tiezzi

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Giuseppe Marra

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Stefano Melacci

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Marco Maggini

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Marco Gori

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