Almost positive kernels on compact Riemannian manifolds

preprint2022arXivOpen access

Abstract

We show how to build a kernel KX(x,y)=∑m=0Xh(λm/λX)φm(x)φm(y)‾ K_X(x,y)=\sum_{m=0}^Xh(λ_m/{λ_X})φ_m(x)\overline{φ_m(y)} on a compact Riemannian manifold MM, which is positive up to a negligible error and such that KX(x,x)≈XK_X(x,x)\approx X. Here 0=λ02≤λ12≤…0=λ_0^2\leλ_1^2\le\ldots are the eigenvalues of the Laplace-Beltrami operator on MM, listed with repetitions, and φ0, φ1,…φ_0,\,φ_1,\ldots an associated system of eigenfunctions, forming an orthonormal basis of L2(M)L^2(M). The function hh is smooth up to a certain minimal degree, even, compactly supported in [−1,1][-1,1] with h(0)=1h(0)=1, and KX(x,y)K_X(x,y) turns out to be an approximation to the identity.

Explore this paper’s authors, topics and related work.

Building this map preview

BZPEER is loading the nearby papers, people, topics and institutions for this page.

Reviews 0

Write a reviewWrite

No reviews yet.

Discussion 0

Add a commentWrite

No comments yet.