Locally Private Hypothesis Selection

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Locally Private Hypothesis Selection

21 February 2020

Janardhan Kulkarni

Aleksandar Nikolov

Zhiwei Steven Wu

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Papers citing "Locally Private Hypothesis Selection"

8 / 8 papers shown

Title
Nearly-Linear Time Private Hypothesis Selection with the Optimal Approximation Factor Maryam Aliakbarpour Zhan Shi Ria Stevens Vincent X. Wang 39 0 0 01 Jun 2025
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity A. F. Pour Hassan Ashtiani S. Asoodeh 81 1 0 09 Dec 2023
Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints Ankit Pensia Amir-Reza Asadi Varun Jog Po-Ling Loh 58 15 0 09 Jan 2023
Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities Ankit Pensia Varun Jog Po-Ling Loh 68 8 0 06 Jun 2022
On robustness and local differential privacy Mengchu Li Thomas B. Berrett Yi Yu 85 26 0 03 Jan 2022
Optimal Private Median Estimation under Minimal Distributional Assumptions Christos Tzamos Emmanouil-Vasileios Vlatakis-Gkaragkounis Ilias Zadik 71 22 0 12 Nov 2020
On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians Ishaq Aden-Ali H. Ashtiani Gautam Kamath 121 44 0 19 Oct 2020
Private Hypothesis Selection Mark Bun Gautam Kamath Thomas Steinke Zhiwei Steven Wu 91 91 0 30 May 2019