Approximating functions by a linear span of truncated basis sets is standard procedure for the numerical solution differential and integral equations. Commonly used concepts approximation methods are well-posed convergent, provable orders. On down side, however, these often suffer from curse dimensionality, which limits their behavior, especially in situations highly oscillatory target function...