crossrefMachine Learning: Science and Technology2026-07-20
Global graph features unveiled by unsupervised deep learning
Mirja Granfors, Jesus Pineda, Blanca Zufiria, Joana B. Pereira, Carlo Manzo, Giovanni Volpe
Abstract Graphs provide a powerful framework for modeling complex systems, but their structural variability poses significant challenges for analysis and classification. To address these challenges, we introduce GAUDI (Graph Autoencoder Uncovering Descriptive Information), a nove…