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Noisy bases for linear functions

For any $x \in \mathbb{R}^n$, the following statement is trivially true: There exists a set $I \subset \mathbb{R}^n$ with $|I| \leq n$ such that for any $x' \in \mathbb{R}^n$, if $x \cdot y = x' \...
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