Precise Asymptotic Analysis of Deep Random Feature Models

David Bosch, Ashkan Panahi, Babak Hassibi

We provide exact asymptotic expressions for the performance of regression by an $L-$layer deep random feature (RF) model, where the input is mapped through multiple random embeddin…