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The paper does not specify the exact algorithm or class of distributions $\mathcal{D}$ for which such algorithm fails to refute XQUATH, and some classes of distributions $\mathcal{D}$ do not satisfy XQUATH, so some additional assumptions about $\mathcal{D}$ are needed. In this answer we will try to follow the idea of the paper and try to show that it fails ...

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