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researcher

Thomas B. Berrett

19 papers hereh-index 14824 citations36 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author8
  • middle author7
  • last author2

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • math.ST14
  • stat.ME4
  • stat.ML1

identity via Semantic Scholar / OpenAlex

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

13 citations · 22 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

math.ST2019★ 9 cited

Classification under local differential privacy

Thomas Berrett, Cristina Butucea

We consider the binary classification problem in a setup that preserves the privacy of the original sample. We provide a privacy mechanism that is locally differentially private an…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.