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Cecilia Ferrando

4 papers hereh-index 493 citations9 works total

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

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedParametric Bootstrap for Differentially Private Confidence Intervals

11 citations · 11 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 11 cited

Parametric Bootstrap for Differentially Private Confidence Intervals

Cecilia Ferrando, Shufan Wang, Daniel Sheldon

The goal of this paper is to develop a practical and general-purpose approach to construct confidence intervals for differentially private parametric estimation. We find that the p…

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