  We show that the Rademacher complexity of any $\mathbb{R}^{K}$-valued
function class composed with an $\ell_{\infty}$-Lipschitz function is bounded
by the maximum Rademacher complexity of the restriction of the function class
along each coordinate, times a factor of $\tilde{O}(\sqrt{K})$.
