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Non-asymptotic approximations of Gaussian neural networks via second-order Poincaré inequalities
There is a growing interest on large-width asymptotic properties of Gaussian neural networks (NNs), namely NNs whose weights are …
Alberto Bordino, S. Favaro, S. Fortini
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Infinitely wide limits for deep Stable neural networks: sub-linear, linear and super-linear activation functions
There is a growing literature on the study of large-width properties of deep Gaussian neural networks (NNs), i.e. deep NNs with …
Alberto Bordino, S. Favaro, S. Fortini
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