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math.PR2024★ 2 cited
Large and moderate deviations for Gaussian neural networks
Claudio Macci, Barbara Pacchiarotti, Giovanni Luca Torrisi
We prove large and moderate deviations for the output of Gaussian fully connected neural networks. The main achievements concern deep neural networks (i.e., when the model has more…
math.PR2024
Noncentral moderate deviations for time-changed Lévy processes with inverse of stable subordinators
Antonella Iuliano, Claudio Macci, Alessandra Meoli
In this paper we present some extensions of recent noncentral moderate deviation results in the literature. In the first part we generalize the results in \cite{BeghinMacciSPL2022}…