A. Slavkovic

activity

20042019

most cited10 Simple Rules for the Care and Feeding of Scientific Data

239 citations · 502 across the 13 of their papers we have counts for

collaborators

Showing 2012Show all

2 papers · 1 filter

stat.ME2012★ 7 cited

Privacy-Preserving Data Sharing for Genome-Wide Association Studies

Caroline Uhler, Aleksandra B. Slavkovic, Stephen E. Fienberg

Traditional statistical methods for confidentiality protection of statistical databases do not scale well to deal with GWAS (genome-wide association studies) databases especially i…

stat.ME2012★ 60 cited

Inference using noisy degrees: Differentially private $β$ -model and synthetic graphs

Vishesh Karwa, Aleksandra Slavković

The $β$ -model of random graphs is an exponential family model with the degree sequence as a sufficient statistic. In this paper, we contribute three key results. First, we characte…

Privacy-Preserving Data Sharing for Genome-Wide Association Studies

Inference using noisy degrees: Differentially private β-model and synthetic graphs

Inference using noisy degrees: Differentially private $β$ -model and synthetic graphs