Optimal Monte Carlo integration on closed manifolds

The worst case integration error in reproducing kernel Hilbert spaces of standard Monte Carlo methods with n random points decays as $n^{-1/2} n-1/2 . However, the re-weighting of random points, as exemplified in the Bayesian Monte Carlo method, can...