Global law of conjugate kernel random matrices with heavy-tailed weights

Alice Guionnet, Vanessa Piccolo

We study the asymptotic spectral distribution of the conjugate kernel random matrix $Y{Y}^{\top }$, where $Y=f(WX)$ arises from a two-layer neural network model. We consider the settin…