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20062022
most citedHadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication

97 citations · 543 across the 40 of their papers we have counts for

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Showing 2020 · cs.ITShow all

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cs.IT2020

Estimating Sparse Discrete Distributions Under Local Privacy and Communication Constraints

Jayadev Acharya, Peter Kairouz, Yuhan Liu +1

We consider the problem of estimating sparse discrete distributions under local differential privacy (LDP) and communication constraints. We characterize the sample complexity for…