Heating Up Quasi-Monte Carlo Graph Random Features: A Diffusion Kernel Perspective

Brooke Feinberg, Aiwen Li

We build upon a recently introduced class of quasi-graph random features (q-GRFs), which have demonstrated the ability to yield lower variance estimators of the 2-regularized Lapla…