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researcher

Mark Bun

16 papers hereh-index 253.5k citations63 works total

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

author position
  • sole author1
  • first author12
  • middle author3

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CC3
  • cs.CR3
  • cs.DS3
  • math.ST1
same name
  • Mark Bun — 5 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedAverage-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation

22 citations · 59 across the 11 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2019★ 22 cited

Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation

Mark Bun, Thomas Steinke

The simplest and most widely applied method for guaranteeing differential privacy is to add instance-independent noise to a statistic of interest that is scaled to its global sensi…

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