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researcher

Jonathan Ullman

Northeastern University

69 papers hereh-index 415.9k citations94 works total

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

author position
  • sole author3
  • middle author20
  • last author46

Across the 69 of 69 papers where every author was matched, so the position is known.

fields
  • cs.DS26
  • cs.LG17
  • cs.CR9
  • cs.GT5
  • stat.ML3
  • cs.DB2
affiliations
  • Northeastern University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedAuditing Differentially Private Machine Learning: How Private is Private SGD?

73 citations · 585 across the 58 of their papers we have counts for

collaborators
Showing 2016 · cs.CRShow all

3 papers · 2 filters

cs.CR2016★ 16 cited

PSI (Ψ): a Private data Sharing Interface

Marco Gaboardi, James Honaker, Gary King +4

We provide an overview of PSI ("a Private data Sharing Interface"), a system we are developing to enable researchers in the social sciences and other fields to share and explore pr…

cs.CR2016

Strong Hardness of Privacy from Weak Traitor Tracing

Lucas Kowalczyk, Tal Malkin, Jonathan Ullman +1

Despite much study, the computational complexity of differential privacy remains poorly understood. In this paper we consider the computational complexity of accurately answering a…

cs.CR2016★ 5 cited

Make Up Your Mind: The Price of Online Queries in Differential Privacy

Mark Bun, Thomas Steinke, Jonathan Ullman

We consider the problem of answering queries about a sensitive dataset subject to differential privacy. The queries may be chosen adversarially from a larger set Q of allowable que…

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