Given a star-shaped domain $K\subseteq \mathbb R^d$, $n$ vectors $v_1,\dots,v_n \in \mathbb R^d$, a number $R>0$, and i.i.d. random variables $\eta_1,\dots,\eta_n$, we study the geometric and arithmetic structure of the set of vectors $V = \{ v_1,\dots,v_n\}$ under the assumption that the small ball probability \[\sup_{ x\in \mathbb R^d}~\mathbb P\Bigg(\sum_{ j=1}^n\eta_jv_j\in x+RK\Bigg)\] does not decay too fast as $n\to \infty$. This generalises the case where $K$ is the Euclidean ball, which was previously studied by Nguyen-Vu and Tao-Vu.
Categories: math.PR