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Gautam Kamath

5 papers hereh-index 355.2k citations70 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.DS2
  • stat.ML2
  • math.ST1
same name
  • Gautam Kamath — 6 papers, h 4
  • Gautam Kamath — 3 papers, h 2
  • Gautam Kamath — 3 papers, h 2
  • Gautam Kamath — 2 papers, h 3
  • Gautam Kamath — 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
20242026
collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2024

A Bias-Accuracy-Privacy Trilemma for Statistical Estimation

Gautam Kamath, Argyris Mouzakis, Matthew Regehr +3

Differential privacy (DP) is a rigorous notion of data privacy, used for private statistics. The canonical algorithm for differentially private mean estimation is to first clip the…

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