Random features for Grassmannian kernel approximation with bounded rank-one projections

Rémi Delogne, Laurent Jacques

We propose a family of random feature maps for scalable kernel machines on low-dimensional subspaces, ie on the Grassmannian manifold. Such representations are useful when data cla…