The ZZ feature map induces a signless Laplacian metric: a closed-form classical surrogate for quantum kernel regression

Quantum kernel methods lose their advantage over classical kernels once the encoding bandwidth is tuned, and bandwidth-tuned quantum kernels have been shown to resemble radial basis function kernels closely. The analytical support for that observation rests on separable encoding circuits and capture