Bounded Space Differentially Private Quantiles

Daniel Alabi, Omri Ben-Eliezer, Anamay Chaturvedi

Action editor: Gautam Kamath.

https://openreview.net/forum?id=sixOD8YVvM

#quantiles #quantile #privacy

Bounded Space Differentially Private Quantiles

Estimating the quantiles of a large dataset is a fundamental problem in both the streaming algorithms literature and the differential privacy literature. However, all existing private mechanisms...

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