| A measure theoretical approach to the mean-field maximum principle for training NeurODEs B Bonnet, C Cipriani, M Fornasier, H Huang Nonlinear Analysis 227, 113161, 2023 | 25 | 2023 |
| Zero-inertia limit: from particle swarm optimization to consensus-based optimization C Cipriani, H Huang, J Qiu SIAM Journal on Mathematical Analysis 54 (3), 3091-3121, 2022 | 22 | 2022 |
| From NeurODEs to AutoencODEs: a mean-field control framework for width-varying neural networks C Cipriani, M Fornasier, A Scagliotti European Journal of Applied Mathematics, 1-43, 2024 | 3 | 2024 |
| A minimax optimal control approach for robust neural ODEs C Cipriani, A Scagliotti, T Wöhrer 2024 European Control Conference (ECC), 58-64, 2024 | 1 | 2024 |
| The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks A Bonfanti, G Bruno, C Cipriani arXiv preprint arXiv:2402.03864, 2024 | 1 | 2024 |
