Anti-uniformity norms, anti-uniformity functions and their algebras on Euclidean spaces

Abstract: Let $k\geq 2$ be an integer. Given a uniform function $f$ - one that satisfies $|f|{U(k)}<\infty$, there is an associated anti-uniform function $g$ - one that satisfied $|g|{U(k)}^{*}$. The question is, can one approximate $g$ with the Gowers-Host-Kra dual function $D_{k}f$ of $f$? Moreover, given the generalized cubic convolution products $D_{k}(f_{\alpha}:\alpha\in\tilde{V}_{k})$, what sorts of algebras can they form? In short, this paper explores possible structures of anti-uniformity on Euclidean spaces.