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Garrett Bernstein

7 papers hereh-index 10455 citations19 works total

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

author position
  • first author5
  • middle author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.SI3

identity via Semantic Scholar / OpenAlex

activity
20132019
most citedDifferentially Private Bayesian Linear Regression

24 citations · 95 across the 7 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 20 cited

Differentially Private Bayesian Inference for Exponential Families

Garrett Bernstein, Daniel Sheldon

The study of private inference has been sparked by growing concern regarding the analysis of data when it stems from sensitive sources. We present the first method for private Baye…

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