Ph.D. candidate in Intelligenza Artificiale , 39th cycle (2023-2026)
Department of Mathematical Sciences (DISMA)
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PhD
Research topic
Geometric and topological methods for AI
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Latest publications View all publications in Porto@Iris
- 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, 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)