Sandra Fortini

13 papers A* 1A 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A principled framework for uncertainty decomposition in TabPFN. CoRR Sandra Fortini, Kenyon Ng, Sonia Petrone, Judith Rousseau, Susan Wei
2024	J	`jnl`	Large-width asymptotics and training dynamics of α-Stable ReLU neural networks. Trans. Mach. Learn. Res. Stefano Favaro, Sandra Fortini, Stefano Peluchetti
2024	—	`conf`	Non-asymptotic approximations of Gaussian neural networks via second-order Poincaré inequalities. AABI Alberto Bordino, Stefano Favaro, Sandra Fortini
2023	J	`jnl`	Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions. CoRR Alberto Bordino, Stefano Favaro, Sandra Fortini
2023	J	`jnl`	Non-asymptotic approximations of Gaussian neural networks via second-order Poincaré inequalities. CoRR Alberto Bordino, Stefano Favaro, Sandra Fortini
2022	J	`jnl`	Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions. Trans. Mach. Learn. Res. Alberto Bordino, Stefano Favaro, Sandra Fortini
2022	J	`jnl`	Neural tangent kernel analysis of shallow α-Stable ReLU neural networks. CoRR Stefano Favaro, Sandra Fortini, Stefano Peluchetti
2021	J	`jnl`	Deep Stable neural networks: large-width asymptotics and convergence rates. CoRR Stefano Favaro, Sandra Fortini, Stefano Peluchetti
2021	J	`jnl`	Infinite-channel deep stable convolutional neural networks. CoRR Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti
2021	A*	`conf`	Large-width functional asymptotics for deep Gaussian neural networks. ICLR Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti
2021	J	`jnl`	Large-width functional asymptotics for deep Gaussian neural networks. CoRR Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti
2020	A	`conf`	Stable behaviour of infinitely wide deep neural networks. AISTATS Stefano Peluchetti, Stefano Favaro, Sandra Fortini
2020	J	`jnl`	Stable behaviour of infinitely wide deep neural networks. CoRR Stefano Favaro, Sandra Fortini, Stefano Peluchetti