Empirical Variance Minimization with Applications in Variance Reduction and Optimal Control

D. Belomestny, L. Iosipoi, Q. Paris +1

We study the problem of empirical minimization for variance-type functionals over functional classes. Sharp non-asymptotic bounds for the excess variance are derived under mild con…