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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 2021 · cs.ITShow all

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cs.IT2021

Principal Bit Analysis: Autoencoding with Schur-Concave Loss

Sourbh Bhadane, Aaron B. Wagner, Jayadev Acharya

We consider a linear autoencoder in which the latent variables are quantized, or corrupted by noise, and the constraint is Schur-concave in the set of latent variances. Although fi…

cs.IT2021★ 4 cited

Robust Testing and Estimation under Manipulation Attacks

Jayadev Acharya, Ziteng Sun, Huanyu Zhang

We study robust testing and estimation of discrete distributions in the strong contamination model. We consider both the "centralized setting" and the "distributed setting with inf…