Thomas B. Berrett

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20172022

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

13 citations · 22 across the 5 of their papers we have counts for

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2 papers · 1 filter

stat.ME2018

The conditional permutation test for independence while controlling for confounders

Thomas B. Berrett, Yi Wang, Rina Foygel Barber +1

We propose a general new method, the conditional permutation test, for testing the conditional independence of variables $X$ and $Y$ given a potentially high-dimensional random vec…

stat.ME2017

Nonparametric independence testing via mutual information

Thomas B. Berrett, Richard J. Samworth

We propose a test of independence of two multivariate random vectors, given a sample from the underlying population. Our approach, which we call MINT, is based on the estimation of…