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Optimal Testing of Discrete Distributions with High Probability

Electron. Colloquium Comput. Complex., (2020): 140

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We study the problem of testing discrete distributions with a focus on the high probability regime. Specifically, given samples from one or more discrete distributions, a property $\mathcal{P}$, and parameters $0< \epsilon, \delta <1$, we want to distinguish {\em with probability at least $1-\delta$} whether these distributions satisfy ...更多

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