Leroy, Pierrick

3 publications

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

ICML 2025 Attributes Shape the Embedding Space of Face Recognition Models Pierrick Leroy, Antonio Mastropietro, Marco Nurisso, Francesco Vaccarino

NeurIPS 2024 Topological Obstruction to the Training of Shallow ReLU Neural Networks Marco Nurisso, Pierrick Leroy, Francesco Vaccarino