Ph.D. in Matematica Pura E Applicata , 38th cycle (2022-2025)
Ph.D. obtained in 2026
Dissertation:
Topology & Dynamics in higher-order systems and neural networks
Tutors:
Francesco Vaccarino Giovanni PetriResearch
Research groups
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Nurisso, Marco; Raviola, Matteo; Tosin, Andrea (2026)
Network-based kinetic models: Emergence of a statistical description of the graph topology. In: EUROPEAN JOURNAL OF APPLIED MATHEMATICS, vol. 37, pp. 721-742. ISSN 0956-7925
Contributo su Rivista - Vaccarino, Francesco; Nurisso, Marco; Leroy, Pierrick; Mastropietro, Antonio (2025)
Attributes Shape the Embedding Space of Face Recognition Models. In: 42th International Conference on Machine Learning, Vancouver, Canada, 13-19 July 2025, pp. 33960-33983. ISSN 2640-3498
Contributo in Atti di Convegno (Proceeding) - Nurisso, M.; Morandini, M.; Lucas, M.; Vaccarino, F.; Gili, T.; Petri, G. (2025)
Higher-order Laplacian renormalization. In: NATURE PHYSICS, vol. 21, pp. 661-668. ISSN 1745-2481
Contributo su Rivista - Nurisso, Marco; Leroy, Pierrick; Vaccarino, Francesco (2024)
Topological obstruction to the training of shallow ReLU neural networks. In: NeurIPS 2024: Thirty-Eighth Annual Conference on Neural Information Processing Systems, Vancouver (CA), Dec 10 , 2024 - Dec 15, 2024, pp. 35358-35387. ISBN: 9798331314385
Contributo in Atti di Convegno (Proceeding) - Nurisso, Marco; Arnaudon, Alexis; Lucas, Maxime; Peach, Robert L.; Expert, Paul; ... (2024)
A unified framework for simplicial Kuramoto models. In: CHAOS, vol. 34, pp. 1-32. ISSN 1054-1500
Contributo su Rivista