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2020 – today
- 2023
[i7]Alberto Bordino, Stefano Favaro, Sandra Fortini:
Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions. CoRR abs/2304.04008 (2023)- [i6]Alberto Bordino, Stefano Favaro, Sandra Fortini:
Non-asymptotic approximations of Gaussian neural networks via second-order Poincaré inequalities. CoRR abs/2304.04010 (2023) - 2022
- [j1]Alberto Bordino, Stefano Favaro, Sandra Fortini:
Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions. Trans. Mach. Learn. Res. 2022 (2022) - [i5]Stefano Favaro, Sandra Fortini, Stefano Peluchetti:
Neural tangent kernel analysis of shallow α-Stable ReLU neural networks. CoRR abs/2206.08065 (2022) - 2021
- [c2]Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti:
Large-width functional asymptotics for deep Gaussian neural networks. ICLR 2021 - [i4]Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti:
Infinite-channel deep stable convolutional neural networks. CoRR abs/2102.03739 (2021) - [i3]Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti:
Large-width functional asymptotics for deep Gaussian neural networks. CoRR abs/2102.10307 (2021) - [i2]Stefano Favaro, Sandra Fortini, Stefano Peluchetti:
Deep Stable neural networks: large-width asymptotics and convergence rates. CoRR abs/2108.02316 (2021) - 2020
- [c1]Stefano Peluchetti, Stefano Favaro, Sandra Fortini:
Stable behaviour of infinitely wide deep neural networks. AISTATS 2020: 1137-1146 - [i1]Stefano Favaro, Sandra Fortini, Stefano Peluchetti:
Stable behaviour of infinitely wide deep neural networks. CoRR abs/2003.00394 (2020)
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