Petri, Giovanni

5 publications

ICLR 2026 Bound by Semanticity: Universal Laws Governing the Generalization-Identification Tradeoff Marco Nurisso, Jesseba Fernando, Raj Deshpande, Alan Perotti, Raja Marjieh, Steven M Frankland, Richard Lewis, Taylor Whittington Webb, Declan Iain Campbell, Francesco Vaccarino, Jonathan D. Cohen, Giovanni Petri

ICLR 2026 Topology and Geometry of the Learning Space of ReLU Networks: Connectivity and Singularities Marco Nurisso, Pierrick Leroy, Giovanni Petri, Francesco Vaccarino

CLeaR 2024 Extracting the Multiscale Causal Backbone of Brain Dynamics Gabriele D\textsc\char13Acunto, Francesco Bonchi, Gianmarco De Francisci Morales, Giovanni Petri

LoG 2022 Effective Higher-Order Link Prediction and Reconstruction from Simplicial Complex Embeddings Simone Piaggesi, André Panisson, Giovanni Petri

NeurIPSW 2020 On the Topological Expressive Power of Neural Networks Giovanni Petri, António Leitão