Stable behaviour of infinitely wide deep neural networks. - Stefano Peluchetti; Stefano Favaro; Sandra Fortini (AISTATS, 2020)

Large-width functional asymptotics for deep Gaussian neural networks. - Daniele Bracale; Stefano Favaro; Sandra Fortini; Stefano Peluchetti (ICLR, 2021)

Infinite-channel deep stable convolutional neural networks. - Daniele Bracale; Stefano Favaro; Sandra Fortini; Stefano Peluchetti (CoRR, 2021)

Deep Stable neural networks: large-width asymptotics and convergence rates. - Stefano Favaro; Sandra Fortini; Stefano Peluchetti (CoRR, 2021)

Neural tangent kernel analysis of shallow α-Stable ReLU neural networks. - Stefano Favaro; Sandra Fortini; Stefano Peluchetti (CoRR, 2022)

Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions. - Alberto Bordino; Stefano Favaro; Sandra Fortini (Trans. Mach. Learn. Res., 2022)

Non-asymptotic approximations of Gaussian neural networks via second-order Poincaré inequalities. - Alberto Bordino; Stefano Favaro; Sandra Fortini (AABI, 2024)

Large-width asymptotics and training dynamics of α-Stable ReLU neural networks. - Stefano Favaro; Sandra Fortini; Stefano Peluchetti (Trans. Mach. Learn. Res., 2024)