Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence

Rémi Leluc, François Portier, Johan Segers +1

A novel linear integration rule called $\text{control neighbors}$ is proposed in which nearest neighbor estimates act as control variates to speed up the convergence rate of the…