Min Ye

activity

20162021

most citedOptimal Schemes for Discrete Distribution Estimation under Locally Differential Privacy

15 citations · 49 across the 8 of their papers we have counts for

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2 papers · 1 filter

math.ST2018

Optimal locally private estimation under $ℓ_{p}$ loss for $1 \leq p \leq 2$

Min Ye, Alexander Barg

We consider the minimax estimation problem of a discrete distribution with support size $k$ under locally differential privacy constraints. A privatization scheme is applied to eac…

math.ST2017★ 10 cited

Asymptotically optimal private estimation under mean square loss

Min Ye, Alexander Barg

We consider the minimax estimation problem of a discrete distribution with support size $k$ under locally differential privacy constraints. A privatization scheme is applied to eac…

Optimal locally private estimation under ℓp​ loss for 1≤p≤2

Asymptotically optimal private estimation under mean square loss

Optimal locally private estimation under $ℓ_{p}$ loss for $1 \leq p \leq 2$