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Differentially Private Assouad, Fano, and Le Cam

Apr 17, 2020
Jayadev Acharya, Ziteng Sun, Huanyu Zhang


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Privately Learning Markov Random Fields

Feb 21, 2020
Huanyu Zhang, Gautam Kamath, Janardhan Kulkarni, Zhiwei Steven Wu


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Locally Private Hypothesis Selection

Feb 21, 2020
Sivakanth Gopi, Gautam Kamath, Janardhan Kulkarni, Aleksandar Nikolov, Zhiwei Steven Wu, Huanyu Zhang


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Estimating Smooth GLM in Non-interactive Local Differential Privacy Model with Public Unlabeled Data

Oct 01, 2019
Di Wang, Huanyu Zhang, Marco Gaboardi, Jinhui Xu


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Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication

Jun 27, 2018
Jayadev Acharya, Ziteng Sun, Huanyu Zhang


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INSPECTRE: Privately Estimating the Unseen

Feb 28, 2018
Jayadev Acharya, Gautam Kamath, Ziteng Sun, Huanyu Zhang


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Differentially Private Testing of Identity and Closeness of Discrete Distributions

Oct 31, 2017
Jayadev Acharya, Ziteng Sun, Huanyu Zhang


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