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Sourav Biswas

6 papers hereh-index 7309 citations16 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.RO2
  • eess.IV1
  • stat.ML1
same name
  • Sourav Biswas — 16 papers, h 42
  • Sourav Biswas — 2 papers, h 2
  • Sourav Biswas — 2 papers, h 1
  • Sourav Biswas — 1 paper, 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 citedCoinPress: Practical Private Mean and Covariance Estimation

25 citations · 40 across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2020★ 25 cited

CoinPress: Practical Private Mean and Covariance Estimation

Sourav Biswas, Yihe Dong, Gautam Kamath +1

We present simple differentially private estimators for the mean and covariance of multivariate sub-Gaussian data that are accurate at small sample sizes. We demonstrate the effect…

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