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Set of points covered by subspaces of small dimensions

Let $S \subset \mathbb R^d$ be finite set of points. We say that $S$ is $2$-covered if $S$ lies in a union $V_1\cup V_2$ of affine subspaces such that $\dim(V_1)+\dim (V_2)\leq d-1$. For example, if $...
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