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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 2017 · cs.DSShow all

2 papers · 2 filters

cs.DS2017★ 5 cited

Tight Lower Bounds for Differentially Private Selection

Thomas Steinke, Jonathan Ullman

A pervasive task in the differential privacy literature is to select the k items of "highest quality" out of a set of d items, where the quality of each item depends on a sensi…

cs.DS2017★ 9 cited

The Price of Selection in Differential Privacy

Mitali Bafna, Jonathan Ullman

In the differentially private top-k selection problem, we are given a dataset X∈{±1}n×d, in which each row belongs to an individual and each column correspon…

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