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Invited Paper Session

Robust statistics and differential privacy

Wed, Aug 9, 10:30 AM

Thomas BerrettChair

IMS

4 Presentations

Unleashing the Power of Randomization in Auditing Differentially Private ML

10:35 AM - 11:00 AM

Sewoong Oh (University of Washington)

Private Estimators from Robust Statistics

11:00 AM - 11:25 AM

Gautam Kamath (University of Waterloo)

Robust density estimation in Total Variation under a shape constraint

11:25 AM - 11:50 AM

Hélène Halconruy (ESILV - Engineering School de Vinci)

Robust estimation of discrete distributions under local differential privacy

11:50 AM - 12:15 PM

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