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Audra McMillan

14 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 author3
  • middle author10
  • last author1

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CR7
  • cs.LG4
  • math.ST2
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedMean Estimation with User-level Privacy under Data Heterogeneity

4 citations · 14 across the 9 of their papers we have counts for

collaborators
Showing cs.DSShow all

1 paper · 1 filter

cs.DS2018

The Structure of Optimal Private Tests for Simple Hypotheses

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

Hypothesis testing plays a central role in statistical inference, and is used in many settings where privacy concerns are paramount. This work answers a basic question about privat…

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