368 citations · 552 across the 22 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.DS2018★ 5 cited
INSPECTRE: Privately Estimating the Unseen
Jayadev Acharya, Gautam Kamath, Ziteng Sun +1
We develop differentially private methods for estimating various distributional properties. Given a sample from a discrete distribution , some functional , and accuracy and p…
cs.LG2018★ 97 cited
Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication
Jayadev Acharya, Ziteng Sun, Huanyu Zhang
We study the problem of estimating -ary distributions under -local differential privacy. samples are distributed across users who send privatized versions of th…