Neural reproducing kernel Banach spaces and representer theorems for deep networks

Francesca Bartolucci, Ernesto De Vito, Lorenzo Rosasco +1

Characterizing the function spaces defined by neural networks helps understanding the corresponding learning models and their inductive bias. While in some limits neural networks c…