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Audra McMillan

20 papers hereh-index 12655 citations25 works total

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

author position
  • first author4
  • middle author14
  • last author1

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CR9
  • cs.LG6
  • cs.DS2
  • math.ST2
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedHiding Among the Clones: A Simple and Nearly Optimal Analysis of Privacy Amplification by Shuffling

13 citations · 50 across the 15 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.DS2019★ 9 cited

Private Identity Testing for High-Dimensional Distributions

Clément L. Canonne, Gautam Kamath, Audra McMillan +2

In this work we present novel differentially private identity (goodness-of-fit) testers for natural and widely studied classes of multivariate product distributions: Gaussians in $…

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