Infinite-Variate $L^2$-Approximation with Nested Subspace Sampling

Kumar Harsha, Michael Gnewuch, Marcin Wnuk

We consider $L^2$-approximation on weighted reproducing kernel Hilbert spaces of functions depending on infinitely many variables. We focus on unrestricted linear information, admi…