Before revision: In this paper we modify the Gaussian Process Regression Monte Carlo (GPR-MC) method introduced by Gouden\`ege et al. proposing two efficient techniques which allow one to compute the price of American basket options.
After revision: In this paper we propose two efficient techniques which allow one to compute the price of American basket options.