A Lipschitz spaces view of infinitely wide shallow neural networks

Francesca Bartolucci, Marcello Carioni, José A. Iglesias +3

We revisit the mean field parametrization of shallow neural networks, using signed measures on unbounded parameter spaces and duality pairings that take into account the regularity…