All reports by Author Themis Gouleakis:

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TR20-140
| 14th September 2020
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Ilias Diakonikolas, Themis Gouleakis, Daniel Kane, John Peebles, Eric Price#### Optimal Testing of Discrete Distributions with High Probability

Ilias Diakonikolas, Themis Gouleakis, Daniel Kane, John Peebles, Eric Price

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 $\mathcal{P}$ ...
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