AI RESEARCH

Manifold Random Features

arXiv CS.LG

ArXi:2602.03797v2 Announce Type: replace We present a new paradigm for creating random features to approximate bi-variate functions (in particular, kernels) defined on general manifolds. This new mechanism of Manifold Random Features (MRFs) leverages discretization of the manifold and the recently