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researcher

Mark Bun

27 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 author22
  • middle author4

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.CR6
  • cs.DS6
  • cs.CC4
  • math.ST1
  • stat.ML1
same name
  • Mark Bun — 2 papers, h 1
  • Mark Bun — 1 paper

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
20152026
most citedAverage-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation

22 citations · 65 across the 20 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Oracle-Efficient Differentially Private Learning with Public Data

Adam Block, Mark Bun, Rathin Desai +2

Due to statistical lower bounds on the learnability of many function classes under privacy constraints, there has been recent interest in leveraging public data to improve the perf…

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