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REPORTS > AUTHORS > QIPING YANG:
All reports by Author Qiping Yang:

TR24-196 | 2nd December 2024
Clement Canonne, Sayantan Sen, Qiping Yang

Settling the complexity of testing grainedness of distributions, and application to uniformity testing in the Huge Object model

In this work, we study the problem of testing $m$-\emph{grainedness} of probability distributions over an $n$-element universe $\mathcal{U}$, or, equivalently, of whether a probability distribution is induced by a multiset $S\subseteq \mathcal{U}$ of size $|S|=m$. Recently, Goldreich and Ron (Computational Complexity, 2023) proved that $\Omega(n^c)$ samples are necessary for testing ... more >>>




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