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Federico Errica
Accelerating the identification of informative reduced representations of proteins with deep learning for graphs

Jul 14, 2020
Federico Errica, Marco Giulini, Davide Bacciu, Roberto Menichetti, Alessio Micheli, Raffaello Potestio


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Concept Matching for Low-Resource Classification

Jun 01, 2020
Federico Errica, Ludovic Denoyer, Bora Edizel, Fabio Petroni, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel


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Theoretically Expressive and Edge-aware Graph Learning

Jan 24, 2020
Federico Errica, Davide Bacciu, Alessio Micheli


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A Fair Comparison of Graph Neural Networks for Graph Classification

Jan 07, 2020
Federico Errica, Marco Podda, Davide Bacciu, Alessio Micheli

* Proceedings of the International Conference on Learning Representations (ICLR), 2020 
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A Gentle Introduction to Deep Learning for Graphs

Dec 29, 2019
Davide Bacciu, Federico Errica, Alessio Micheli, Marco Podda


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Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing

May 27, 2018
Davide Bacciu, Federico Errica, Alessio Micheli


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