Boel Nelson

activity

20192025

most citedRandori: Local Differential Privacy for All

2 citations · 4 across the 9 of their papers we have counts for

collaborators

Showing 2023Show all

2 papers · 1 filter

cs.CR2023

Differentially Private Selection from Secure Distributed Computing

Ivan Damgård, Hannah Keller, Boel Nelson +2

Given a collection of vectors $x^{(1)}, \dots, x^{(n)} \in {0, 1}^{d}$ , the selection problem asks to report the index of an "approximately largest" entry in $x = \sum_{j = 1}^{n} x^{(j)}$ .…

cs.CR2023

PLAN: Variance-Aware Private Mean Estimation

Martin Aumüller, Christian Janos Lebeda, Boel Nelson +1

Differentially private mean estimation is an important building block in privacy-preserving algorithms for data analysis and machine learning. Though the trade-off between privacy…