239 citations · 502 across the 13 of their papers we have counts for
4 papers · 1 filter
Differentially Private Exponential Random Graphs
Vishesh Karwa, Aleksandra B. Slavković, Pavel Krivitsky
We propose methods to release and analyze synthetic graphs in order to protect privacy of individual relationships captured by the social network. Proposed techniques aim at fittin…
Scalable Privacy-Preserving Data Sharing Methodology for Genome-Wide Association Studies
Fei Yu, Stephen E. Fienberg, Aleksandra Slavković +1
The protection of privacy of individual-level information in genome-wide association study (GWAS) databases has been a major concern of researchers following the publication of "an…
10 Simple Rules for the Care and Feeding of Scientific Data
Alyssa Goodman, Alberto Pepe, Alexander W. Blocker +12
This article offers a short guide to the steps scientists can take to ensure that their data and associated analyses continue to be of value and to be recognized. In just the past…
Fibers of multi-way contingency tables given conditionals: relation to marginals, cell bounds and Markov bases
Aleksandra B. Slavković, Xiaotian Zhu, Sonja Petrović
A reference set, or a fiber, of a contingency table is the space of all realizations of the table under a given set of constraints such as marginal totals. Understanding the geomet…