Local Kernel Renormalization as a mechanism for feature learning in overparametrized Convolutional Neural Networks. - Riccardo Aiudi; R. Pacelli; Alessandro Vezzani; Raffaella Burioni; Pietro Rotondo (CoRR, 2023)

A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit. - R. Pacelli; Sebastiano Ariosto; Mauro Pastore; Francesco Ginelli; Marco Gherardi; Pietro Rotondo (Nat. Mac. Intell., 2023)