Federico Errica

A gentle introduction to deep learning for graphs

Davide Bacciu, Federico Errica, Alessio Micheli et al. · Neural Networks · 2020 · 303 citations · Full text

Graph Neural Network, Gentle Introduction, Graph Theory +6

A Fair Comparison of Graph Neural Networks for Graph Classification

Federico Errica, Marco Podda, Davide Bacciu et al. · arXiv (Cornell University) · 2019 · 118 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +16

Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials

Viktor Zaverkin, David Holzmüller, Henrik Christiansen et al. · npj Computational Materials · 2024 · 39 citations · Full text

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

Davide Bacciu, Federico Errica, Alessio Micheli · arXiv (Cornell University) · 2018 · 37 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +19

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

Davide Bacciu, Federico Errica, Alessio Micheli · arXiv (Cornell University) · 2018 · 37 citations · Full text