Mathematics
2 years ago

New private tests boost accuracy of scientific research without data distribution assumptions.

arXiv (Cornell University)
Differentially Private Nonparametric Hypothesis Testing
Simon Couch, Zeki Kazan, Kaiyan Shi, Andrew M. Bray, Adam Groce

Paper Summary

The article discusses private tests for checking if two types of data are related. They created new versions of common tests like the Kruskal-Wallis and Mann-Whitney tests. These new tests are better at finding connections between data, even when using traditional tests.

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