Equivalence of concentration inequalities for linear and non-linear functions

Timothy John Sullivan, Houman Owhadi

We consider a random variable $X$ that takes values in a (possibly infinite-dimensional) topological vector space $\mathcal{X}$. We show that, with respect to an appropriate "norma…