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Gavin Brown

University of Wisconsin–Madison

10 papers hereh-index 7358 citations10 works total

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

author position
  • first author8
  • middle author1

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CR2
affiliations
  • University of Wisconsin–Madison
Homepage
same name
  • Gavin Brown — 12 papers, h 29
  • Gavin Brown — 3 papers, h 1
  • Gavin Brown — 3 papers, h 1
  • Gavin Brown — 2 papers
  • Gavin Brown — 2 papers, h 7
  • Gavin Brown — 2 papers, h 2

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
20202026
most citedWhen is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning?

35 citations · 63 across the 10 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024★ 1 cited

Insufficient Statistics Perturbation: Stable Estimators for Private Least Squares

Gavin Brown, Jonathan Hayase, Samuel Hopkins +5

We present a sample- and time-efficient differentially private algorithm for ordinary least squares, with error that depends linearly on the dimension and is independent of the con…

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