Search Results for author: Cesare Miglioli

Found 2 papers, 0 papers with code

Motif Prediction with Graph Neural Networks

no code implementations26 May 2021 Maciej Besta, Raphael Grob, Cesare Miglioli, Nicola Bernold, Grzegorz Kwasniewski, Gabriel Gjini, Raghavendra Kanakagiri, Saleh Ashkboos, Lukas Gianinazzi, Nikoli Dryden, Torsten Hoefler

We also successfully apply our architecture for predicting more arbitrary clusters and communities, illustrating its potential for graph mining beyond motif analysis.

Graph Mining Link Prediction

SWAG: A Wrapper Method for Sparse Learning

no code implementations23 Jun 2020 Roberto Molinari, Gaetan Bakalli, Stéphane Guerrier, Cesare Miglioli, Samuel Orso, Mucyo Karemera, Olivier Scaillet

As a consequence, there is the need to make the outputs of machine learning algorithms more interpretable and to deliver a library of "equivalent" learners (in terms of prediction performance) that users can select based on attribute availability in order to test and/or make use of these learners for predictive/diagnostic purposes.

Attribute Sparse Learning

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