The spectrum of random kernel matrices: universality results for rough and varying kernels

Yen Do, Van Vu

We consider random matrices whose entries are f(<Xi,Xj>) or f(||Xi-Xj||^2) for iid vectors Xi in R^p with normalized distribution. Assuming that f is sufficiently smooth and the di…