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20202024
most citedLearning discrete distributions: user vs item-level privacy

17 citations · 43 across the 10 of their papers we have counts for

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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…