activity
20172026
most citedLocally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms

13 citations · 22 across the 13 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

math.ST2021

Goodness-of-fit testing for Hölder continuous densities under local differential privacy

Amandine Dubois, Thomas Berrett, Cristina Butucea

We address the problem of goodness-of-fit testing for Hölder continuous densities under local differential privacy constraints. We study minimax separation rates when only non-inte…

math.ST2021

Locally private online change point detection

Thomas Berrett, Yi Yu

We study online change point detection problems under the constraint of local differential privacy (LDP) where, in particular, the statistician does not have access to the raw data…