ETH-FDS Stiefel lectures

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5 May 2022
17:15-18:15

Roman Vershynin
University of California, Irvine

Event Details

Title	Synthetic data and its privacy
Speaker, Affiliation	Roman Vershynin, University of California, Irvine
Date, Time	5 May 2022, 17:15-18:15
Location	HG F 30
Abstract	An emerging way to protect data privacy is to replace true data by synthetic data whenever possible. Medical records of artificial patients, for example, could retain meaningful statistical information while preserving privacy of the true patients. But is it possible to make synthetic data that is both private and useful? Is it possible, in particular, to deploy statistical sampling privately? These and other questions about privacy inspire new problems in high-dimendional probability theory about random walks, covariance estimation, and private measures. The talk is based on a research program that is joint with March Boedihardjo and Thomas Strohmer.
Assets	Stiefel Lecture 2022-Roman Vershynin-05/05/2022file_download

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