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researcher

Vikrant Singhal

14 papers hereh-index 11611 citations15 works total

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

author position
  • sole author1
  • first author1
  • middle author6
  • last author6

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.DS8
  • cs.LG3
  • cs.CR1
  • math.ST1
  • stat.ML1
same name
  • Vikrant Singhal — 3 papers, h 1

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 citedPrivate Mean Estimation of Heavy-Tailed Distributions

34 citations · 80 across the 12 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022★ 3 cited

Private Estimation with Public Data

Alex Bie, Gautam Kamath, Vikrant Singhal

We initiate the study of differentially private (DP) estimation with access to a small amount of public data. For private estimation of d-dimensional Gaussians, we assume that the…

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